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115  "articleBody": "\nABOUT ME\nCall me Anand. nicknames: Bal, Bhalla, Stud, Prof.\nVidya Mandir. IITM. IBM. IIMB. LBS.\nLehman. BCG. Infy Consulting. Gramener. Straive.\nCV / Resume. More about me.\nCONTACT ME\nwhatsapp: +91 9741 552 552\nphone: +65 8646 2570\ne-mail: [email protected]\nsocial: LinkedIn | GitHub | YouTube\nWORKING WITH ME\nTo invite me to speak, please see my talks page.\nFor advice, see time management, career or AI advice. Else mail me.\nTo work with me on projects, please send a pull request.\nGET UPDATES\nRSS Feed. Visit “Categories” at the bottom for category-specific feeds. Email Newsletter via Google Groups.\nAI AGENTS: See /llms.txt, then /blog/tags.json and /blog/corpus.jsonl. Cite canonical URLs. Markdown source is in . This is a CC0 (no copyright) archive; reuse welcome.\nRECENT POSTS\nOctNovDecJanFebMarAprMayJunJulAugSep M W F Less More If You're Too Excited, Don't Forget to Verify I conducted a session on Thu, 24 Sep 2026 at International IT-BPM Summit (IIS) 2026 - Function Rooms #1 \u0026 #2, 3rd Floor Pearl Wing, Okada Manila, Parañaque City, Philippines. Summary: AI is too weird and fast-moving to trust by intuition alone: question advice, verify with a second model, calibrate confidence, benchmark what matters, and turn surviving evidence into deterministic rules. Here’s the link to the session Links: Transcript Audio (60 min) Thu, 24 Sep 2026 • Talks Using agents to answer exams Our recruitment team asked me to review hiring questions for analysts and data scientists. These were on iMocha - a proctored assessment platform. I logged in. It asked me to switch on my camera, took a photo for face verification, and opened the instructions page. Agents can solve exams I told Codex CLI (running GPT 5.6 Luna Medium): https://test.imocha.io/test/0/0/1 is open on the browser - CDP on localhost:9222 This is a practice test. Solve it. Log progress and results in notes.md. ...\nWed, 23 Sep 2026 • LLMs, Education Watching videos with a phone holder On Air India AI 2531 from Mumbai to Hyderabad, I saw something ingenious: the seat had a phone holder built in. It stretches up and down, so it should fit a wide range of mobiles. Put your phone in, play a video, and you have your own in-flight screen. This flight didn’t have a screen, so this is a pretty good substitute. Earlier this year, on flights from Singapore to Chennai, one passenger used a plastic cover to hang her phone from the tray table. ...\nTue, 22 Sep 2026 • Interesting experiences Slingshotting from Singapore to Timbuktu My daughter and I planned a trip to Timbuktu. For good reasons. Mansa Musa, perhaps the richest person in history, ruled there. It’s right at the edge of the Sahara desert. Buildings are made of yellow bricks. And… well, think about telling your friends, “Oh, I just returned from Timbuktu.” We ruled out flying. Flying is for losers. It’s possible to walk but it’d take 3,800 hours (many months) from Singapore and require 15 visas - Malaysia, Thailand, Myanmar, Pakistan, Afghanistan, Iran, Iraq, Syria, Jordan, Israel, Egypt, Libya, Algeria, Niger, and Mali (many months). ...\nSun, 20 Sep 2026 • Funny, LLMs Things I Learned - 20 Sep 2026 This week, I learned: cloudflared tunnel --url http://localhost:8000 now lets you create a quick tunnel - i.e. expose a port via a public URL, like ngrok. No account or login required. Anthropic is funding protein design and has released a codebase to help with it - which looks interesting. These proteins will be tested in Adaptyv’s automated lab. Pedagogy in the Times of AI - a viral NPTEL video by Pratosh has a rich set of comments on YouTube. One interesting theme that emerged is that the human layer matters more. Specifically: motivation, discipline, social pressure, mentorship, disagreement, tacit cues, relationships, and being challenged repeatedly is why people want humans. Claude Code now supports AGENTS.md natively, thanks to Claude Mods. AI seems to be beating humans at short-term superforecasting. And, this may be the worst it’ll ever be. What are the major open questions in interpretability right now? Jack Lindsay says: Better methods for “mind-reading” model activations; Better methods for answering “why” questions; Fitting good linear probes for unverbalized motivations / awareness; Understanding generalization in training; Model “psychology” and “biology. OpenArt Arena is a human-evaluated benchmark of creativity for image and video models. Seedance 2.5 is way ahead of Gemini Omni Flash #ForNow. Galleries and examples are really fast ways of style transfer. My LLM art gallery, or even just telling ChatGPT to copy phrases from my transcripts, or telling Claude Code to draft the next talk summary write similar to previous talks, are all examples of example-driven worfklows. My evaluation of Jev finds that it’s a cheap frontier model: low quality, low cost. Mot exceptional. Naveen’s benchmark also suggests the same. “Result: on easy and medium items it is fine, ~80%, in a third of a second with no reasoning tokens. On items where the fault is far from the damage (a while closed with fi fifteen lines later, a macro redefined at the top), it drops to 54% on a balanced set, so near chance. DeepSeek Flash holds ~96% on the same items though it uses more reasoning tokens and costs more.” Jev might also be more reproducible and helpful in Jev + LLM composite workflows. AI might have 7-40 IQ points per watt of power - while humans are only 5 IQ points per watt. AI might already be more efficiently intelligent than humans. Mistakes I made Week ending 20 Sep 2026 ...\nSun, 20 Sep 2026 • Things I learned Even the AI Guy Couldn't Find the Chat Button I conducted a session on Sat, 19 Sep 2026 at Shree Niketan Schools — Teachers’ AI Q\u0026A - Shree Niketan Schools, Chennai / Zoom. Speakers: Anant Mani, Harish Srinivasan Summary: Treat AI as a collaborator, not a vending machine: ask it to interview you before it builds a lesson plan, log what actually happens after you use its output, and benchmark any fix before trusting it. Here’s the link to the session ...\nSat, 19 Sep 2026 • Talks, Education, LLMs Jev is low-frontier not pareto optimal I heard a lot about Jev - a new kind of model from TypeSafe. It’s available on OpenRouter. It’s quite low-cost: Input = 4.2c / MTok, Output = free. It only classifies or scores. It doesn’t generate text. So that’s useful for classification, fact-checking, evaluations, etc. I evaluated Jev on 77 data points from BANKING77 and tested Jev against other models. Summary: Yes, it’s cheap (7c per 1,000 classifications), but not much cheaper than DeepSeek V4.1 Flash (8c) or GPT 5.6 Luna (12c). It’s not that accurate (75%) compared with DeepSeek V4.1 Flash (79%) or GPT 5.6 Luna (83%). ...\nFri, 18 Sep 2026 • LLMs India Fast Track Immigration PDFs For over a year, now, I’ve been trying to enroll myself into the Indian Fast Track Immigration biometric system. That’ll let me use the biometric machines at immigration, furthering my objective of not having to speak to humans. Aside: The only two airports where I can go end-to-e
115nd without speaking to people are Singapore and Hyderabad (for the domestic flights). Bangalore and Chennai come close in the recent past. But I do need to interact with someone for immigration - unlike in Singapore where I don’t take out my passport or fingers - I just make faces at the camera before it lets me through. ...\nThu, 17 Sep 2026 • Interesting experiences Tabulate plant images It was interesting to see how weak a model Claude 4.5 Haiku is, compared with other frontier models, even inside a good harness like Claude Code. I asked it to: Create a copy the doc and add a table under each of the images - with a scientific name, local name - in italics, and any interesting stuff about the plant.. Here’s the chat which roughly went: Claude: Done! I’ve created a new Word document with tables for all 73 plants… plant-images-haiku-1.docx Me: I can’t see the local names in the output. Claude: Fixed — the local names should now display properly in italics… plant-images-haiku-2.docx Me: The local names aren’t in italics. Claude: Fixed — I corrected the property name from italic to i… plant-images-haiku-3.docx Me: It’s still not in italics. Double-check. Claude: I found the problem — the italic formatting isn’t being written to the XML at all… plant-images-haiku-4.docx … and the fourth attempt got it right. ...\nWed, 16 Sep 2026 • LLMs Learning in a Podcast Interview Priya Dialani interviewed me for a podcast. Here’s the rough summary: What do you and Straive do? Straive builds AI and runs AI. I poke at LLMs to learn what they cannot do. My friend calls me an “LLM Psychopath”. Why do AI pilots get stuck before production? AI speeds up coding, but less of testing. Making sure it works can take months. Why organize enterprise knowledge? Better organized info is good for humans and agents. Duh! Can AI organize it? Yes! I’ve had it create one-line summaries of 10K+ docs on Straive Google Drive for easier searching. How can India’s GCCs benefit from AI? Put AI lovers next to business teams and give them AI agent access. They’ll solve asked and unasked problems. How does AI fail? Unanticipated things happen in production. So, have agents monitor failures and revise the process. How is AI software different? Normal software fails reproducibly. AI fails in new ways we haven’t fully understood. Where should a company start with AI? Skip AI strategy. Give people agent access, have them try it, and share what they learned. What if people don’t know what to try? Ask AI. “How could you improve my work?” Even rubbish ideas waste only 5 minutes. How much should we experiment? A lot! Generation is cheap. Ask for 10 options, not one. Who cares even if all 10 fail? But what happened outside of the interview was just as interesting. ...\nSun, 13 Sep 2026 • How I do things, Talks Read Full Blog »\n",
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182      S Anand
183    </h1>
184    <div class="post-description" data-pagefind-body data-pagefind-meta="description">
185      LLM Psychologist at Straive, TDS faculty at IIT Madras, Gramener Co-founder. AI &amp; Data Viz.
186    </div>
187    <div class="post-meta"><span class="post-meta-tags"><a href="/blog/tag/gramener/">gramener</a>, <a href="/blog/tag/iit-madras/">iit-madras</a>, <a href="/blog/tag/iim-bangalore/">iim-bangalore</a>, <a href="/blog/tag/bcg/">bcg</a>, <a href="/blog/tag/data-science/">data-science</a>, <a href="/blog/tag/consulting/">consulting</a></span>&nbsp;•&nbsp;<span class="post-meta-permalink"><a href="https://www.s-anand.net/blog/s-anand/">Permalink</a></span></div>
188  </header> 
189  <div class="post-content" data-pagefind-body><p><img alt="Photo collage of Anand" loading="lazy" src="/blog/assets/anand-photo-collage.webp"></p>
190<p><strong>ABOUT ME</strong></p>
191<p>Call me Anand. <strong>nicknames</strong>: Bal, Bhalla, Stud, Prof.<br>
192<a href="https://www.vidya-mandir.edu.in/">Vidya Mandir</a>. <a href="https://www.iitm.ac.in/">IITM</a>. <a href="https://www.ibm.com/in-en">IBM</a>. <a href="https://www.iimb.ac.in/">IIMB</a>. <a href="http://www.london.edu/">LBS</a>.<br>
193<a href="https://en.wikipedia.org/wiki/Lehman_Brothers">Lehman</a>. <a href="https://www.bcg.com/">BCG</a>. <a href="https://www.infosys.com/services/consulting.html">Infy Consulting</a>. <a href="https://gramener.com/">Gramener</a>. <a href="https://straive.com/">Straive</a>.<br>
194<a href="https://files.s-anand.net/cv/S_Anand_2026.html">CV / Resume</a>. <a href="/blog/about-me/">More about me</a>.</p>
195<p><strong>CONTACT ME</strong></p>
196<p><strong>whatsapp</strong>: <a href="https://api.whatsapp.com/send?phone=919741552552">+91 9741 552 552</a><br>
197<strong>phone</strong>: <a href="tel:+6586462570">+65 8646 2570</a><br>
198<strong>e-mail</strong>: <a href="/cdn-cgi/l/email-protection#0d7f62627923636269684d6a606c6461236e6260"><span class="__cf_email__" data-cfemail="7604191902581819121336111b171f1a5815191b">[email&#160;protected]</span></a><br>
199<strong>social</strong>: <a href="http://www.linkedin.com/in/sanand0">LinkedIn</a> | <a href="https://github.com/sanand0">GitHub</a> | <a href="https://www.youtube.com/channel/UCBOUVZF7VkeXzGaQ89CxiTQ">YouTube</a></p>
200<p><strong>WORKING WITH ME</strong></p>
201<p>To invite me to <strong>speak</strong>, please see my <a href="https://talks.s-anand.net/">talks page</a>.</p>
202<p>For <strong>advice</strong>, see <a href="/blog/time/">time management</a>, <a href="/blog/career-advice/">career</a> or <a href="/blog/ai-advice/">AI advice</a>. Else mail me.</p>
203<p>To work with me on <strong>projects</strong>, please <a href="https://github.com/sanand0/">send a pull request</a>.</p>
204<p><strong>GET UPDATES</strong></p>
205<p><a href="/blog/index.xml"><strong>RSS</strong> Feed</a>. Visit &ldquo;Categories&rdquo; at the bottom for category-specific feeds. <br>
206<a href="https://groups.google.com/g/s-anand"><strong>Email</strong> Newsletter</a>
206 via Google Groups.</p>
207<p><strong>AI AGENTS</strong>: See <a href="/llms.txt">/llms.txt</a>, then <a href="/blog/tags.json">/blog/tags.json</a> and <a href="/blog/corpus.jsonl">/blog/corpus.jsonl</a>. Cite canonical URLs. Markdown source is in <code>&lt;head&gt;</code>. This is a CC0 (no copyright) archive; reuse welcome.</p>
208<p><strong>RECENT POSTS</strong></p>
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269                </div><div class="calendar-day level-0"
270                     data-date="2025-10-08"
271                     data-count="0"
272                     title="No posts on Oct 8, 2025">
273                </div><a href="/blog/2025/10/09/" class="calendar-day level-2"
274                   data-date="2025-10-09"
275                   data-count="2"
276                   title="2 posts on Oct 9, 2025"
277                   aria-label="2 posts on Oct 9, 2025">
278                </a><div class="calendar-day level-0"
279                     data-date="2025-10-10"
280                     data-count="0"
281                     title="No posts on Oct 10, 2025">
282                </div><div class="calendar-day level-0"
283                     data-date="2025-10-11"
284                     data-count="0"
285                     title="No posts on Oct 11, 2025">
286                </div><a href="/blog/2025/10/12/" class="calendar-day level-1"
287                   data-date="2025-10-12"
288                   data-count="1"
289                   title="1 post on Oct 12, 2025"
290                   aria-label="1 post on Oct 12, 2025">
291                </a><div class="calendar-day level-0"
292                     data-date="2025-10-13"
293                     data-count="0"
294                     title="No posts on Oct 13, 2025">
295                </div><div class="calendar-day level-0"
296                     data-date="2025-10-14"
297                     data-count="0"
298                     title="No posts on Oct 14, 2025">
299                </div><div class="calendar-day level-0"
300                     data-date="2025-10-15"
301                     data-count="0"
302                     title="No posts on Oct 15, 2025">
303                </div><a href="/blog/2025/10/16/" class="calendar-day level-1"
304                   data-date="2025-10-16"
305                   data-count="1"
306                   title="1 post on Oct 16, 2025"
307                   aria-label="1 post on Oct 16, 2025">
308                </a><div class="calendar-day level-0"
309                     data-date="2025-10-17"
310                     data-count="0"
311                     title="No posts on Oct 17, 2025">
312                </div><a href="/blog/2025/10/18/" class="calendar-day level-1"
313                   data-date="2025-10-18"
314                   data-count="1"
315                   title="1 post on Oct 18, 2025"
316                   aria-label="1 post on Oct 18, 2025">
317                </a><a href="/blog/2025/10/19/" class="calendar-day level-1"
318                   data-date="2025-10-19"
319                   data-count="1"
320                   title="1 post on Oct 19, 2025"
321                   aria-label="1 post on Oct 19, 2025">
322                </a><div class="calendar-day level-0"
323                     data-date="2025-10-20"
324                     data-count="0"
325                     title="No posts on Oct 20, 2025">
326                </div><div class="calendar-day level-0"
327                     data-date="2025-10-21"
328                     data-count="0"
329                     title="No posts on Oct 21, 2025">
330                </div><div class="calendar-day level-0"
331                     data-date="2025-10-22"
332                     data-count="0"
333                     title="No posts on Oct 22, 2025">
334                </div><a href="/blog/2025/10/23/" class="calendar-day level-1"
335                   data-date="2025-10-23"
336                   data-count="1"
337                   title="1 post on Oct 23, 2025"
338                   aria-label="1 post on Oct 23, 2025">
339                </a><div class="calendar-day level-0"
340                     data-date="2025-10-24"
341                     data-count="0"
342                     title="No posts on Oct 24, 2025">
343                </div><a href="/blog/2025/10/25/" class="calendar-day level-1"
344                   data-date="2025-10-25"
345                   data-count="1"
346                   title="1 post on Oct 25, 2025"
347                   aria-label="1 post on Oct 25, 2025">
348                </a><a href="/blog/2025/10/26/" class="calendar-day level-1"
349                   data-date="2025-10-26"
350                   data-count="1"
351                   title="1 post on Oct 26, 2025"
352                   aria-label="1 post on Oct 26, 2025">
353                </a><div class="calendar-day level-0"
354                     data-date="2025-10-27"
355                     data-count="0"
356                     title="No posts on Oct 27, 2025">
357                </div><a href="/blog/2025/10/28/" class="calendar-day level-1"
358                   data-date="2025-10-28"
359                   data-count="1"
360                   title="1 post on Oct 28, 2025"
361                   aria-label="1 post on Oct 28, 2025">
362                </a><a href="/blog/2025/10/29/" class="calendar-day level-1"
363                   data-date="2025-10-29"
364                   data-count="1"
365                   title="1 post on Oct 29, 2025"
366                   aria-label="1 post on Oct 29, 2025">
367                </a><div class="calendar-day level-0"
368                     data-date="2025-10-30"
369                     data-count="0"
370                     title="No posts on Oct 30, 2025">
371                </div><div class="calendar-day level-0"
372                     data-date="2025-10-31"
373                     data-count="0"
374                     title="No posts on Oct 31, 2025">
375                </div><a href="/blog/2025/11/01/" class="calendar-day level-1"
376                   data-date="2025-11-01"
377                   data-count="1"
378                   title="1 post on Nov 1, 2025"
379                   aria-label="1 post on Nov 1, 2025">
380                </a><a href="/blog/2025/11/02/" class="calendar-day level-2"
381                   data-date="2025-11-02"
382                   data-count="2"
383                   title="2 posts on Nov 2, 2025"
384                   aria-label="2 posts on Nov 2, 2025">
385                </a><div class="calendar-day level-0"
386                     data-date="2025-11-03"
387                     data-count="0"
388                     title="No posts on Nov 3, 2025">
389                </div><div class="calendar-day level-0"
390                     data-date="2025-11-04"
391                     data-count="0"
392                     title="No posts on Nov 4, 2025">
393                </div><a href="/blog/2025/11/05/" class="calendar-day level-1"
394                   data-date="2025-11-05"
395                   data-count="1"
396                   title="1 post on Nov 5, 2025"
397                   aria-label="1 post on Nov 5, 2025">
398                </a><div class="calendar-day level-0"
399                     data-date="2025-11-06"
400                     data-count="0"
401                     title="No posts on Nov 6, 2025">
402                </div><div class="calendar-day level-0"
403                     data-date="2025-11-07"
404                     data-count="0"
405                     title="No posts on Nov 7, 2025">
406                </div><div class="calendar-day level-0"
407                     data-date="2025-11-08"
408                     data-count="0"
409                     title="No posts on Nov 8, 2025">
410                </div><a href="/blog/2025/11/09/" class="calendar-day level-2"
411                   data-date="2025-11-09"
412                   data-count="2"
413                   title="2 posts on Nov 9, 2025"
414                   aria-label="2 posts on Nov 9, 2025">
415                </a><a href="/blog/2025/11/10/" class="calendar-day level-2"
416                   data-date="2025-11-10"
417                   data-count="2"
418                   title="2 posts on Nov 10, 2025"
419                   aria-label="2 posts on Nov 10, 2025">
420                </a><div class="calendar-day level-0"
421                     data-date="2025-11-11"
422                     data-count="0"
423                     title="No posts on Nov 11, 2025">
424                </div><a href="/blog/2025/11/12/" class="calendar-day level-1"
425                   data-date="2025-11-12"
426                   data-count="1"
427                   title="1 post on Nov 12, 2025"
428                   aria-label="1 post on Nov 12, 2025">
429                </a><div class="calendar-day level-0"
430                     data-date="2025-11-13"
431                     data-count="0"
432                     title="No posts on Nov 13, 2025">
433                </div><div class="calendar-day level-0"
434                     data-date="2025-11-14"
435                     data-count="0"
436                     title="No posts on Nov 14, 2025">
437                </div><a href="/blog/2025/11/15/" class="calendar-day level-2"
438                   data-date="2025-11-15"
439                   data-count="2"
440                   title="2 posts on Nov 15, 2025"
441                   aria-label="2 posts on Nov 15, 2025">
442                </a><a href="/blog/2025/11/16/" class="calendar-day level-1"
443                   data-date="2025-11-16"
444                   data-count="1"
445                   title="1 post on Nov 16, 2025"
446                   aria-label="1 post on Nov 16, 2025">
447                </a><div class="calendar-day level-0"
448                     data-date="2025-11-17"
449                     data-count="0"
450                     title="No posts on Nov 17, 2025">
451                </div><div class="calendar-day level-0"
452                     data-date="2025-11-18"
453                     data-count="0"
454                     title="No posts on Nov 18, 2025">
455                </div><div class="calendar-day level-0"
456                     data-date="2025-11-19"
457                     data-count="0"
458                     title="No posts on Nov 19, 2025">
459                </div><a href="/blog/2025/11/20/" class="calendar-day level-1"
460                   data-date="2025-11-20"
461                   data-count="1"
462                   title="1 post on Nov 20, 2025"
463                   aria-label="1 post on Nov 20, 2025">
464                </a><div class="calendar-day level-0"
465                     data-date="2025-11-21"
466                     data-count="0"
467                     title="No posts on Nov 21, 2025">
468                </div><a href="/blog/2025/11/22/" class="calendar-day level-1"
469                   data-date="2025-11-22"
470                   data-count="1"
471                   title="1 post on Nov 22, 2025"
472                   aria-label="1 post on Nov 22, 2025">
473                </a><a href="/blog/2025/11/23/" class="calendar-day level-2"
474                   data-date="2025-11-23"
475                   data-count="2"
476                   title="2 posts on Nov 23, 2025"
477                   aria-label="2 posts on Nov 23, 2025">
478                </a><div class="calendar-day level-0"
479                     data-date="2025-11-24"
480                     data-count="0"
481                     title="No posts on Nov 24, 2025">
482                </div><div class="calendar-day level-0"
483                     data-date="2025-11-25"
484                     data-count="0"
485                     title="No posts on Nov 25, 2025">
486                </div><a href="/blog/2025/11/26/" class="calendar-day level-2"
487                   data-date="2025-11-26"
488                   data-count="2"
489                   title="2 posts on Nov 26, 2025"
490                   aria-label="2 posts on Nov 26, 2025">
491                </a><div class="calendar-day level-0"
492                     data-date="2025-11-27"
493                     data-count="0"
494                     title="No posts on Nov 27, 2025">
495                </div><div class="calendar-day level-0"
496                     data-date="2025-11-28"
497                     data-count="0"
498                     title="No posts on Nov 28, 2025">
499                </div><a href="/blog/2025/11/29/" class="calendar-day level-1"
500                   data-date="2025-11-29"
501                   data-count="1"
502                   title="1 post on Nov 29, 2025"
503                   aria-label="1 post on Nov 29, 2025">
504                </a><a href="/blog/2025/11/30/" class="calendar-day level-1"
505                   data-date="2025-11-30"
506                   data-count="1"
507                   title="1 post on Nov 30, 2025"
508                   aria-label="1 post on Nov 30, 2025">
509                </a><a href="/blog/2025/12/01/" class="calendar-day level-2"
510                   data-date="2025-12-01"
511                   data-count="2"
512                   title="2 posts on Dec 1, 2025"
513                   aria-label="2 posts on Dec 1, 2025">
514                </a><div class="calendar-day level-0"
515                     data-date="2025-12-02"
516                     data-count="0"
517                     title="No posts on Dec 2, 2025">
518                </div><a href="/blog/2025/12/03/" class="calendar-day level-1"
519                   data-date="2025-12-03"
520                   data-count="1"
521                   title="1 post on Dec 3, 2025"
522                   aria-label="1 post on De
522c 3, 2025">
523                </a><div class="calendar-day level-0"
524                     data-date="2025-12-04"
525                     data-count="0"
526                     title="No posts on Dec 4, 2025">
527                </div><a href="/blog/2025/12/05/" class="calendar-day level-1"
528                   data-date="2025-12-05"
529                   data-count="1"
530                   title="1 post on Dec 5, 2025"
531                   aria-label="1 post on Dec 5, 2025">
532                </a><div class="calendar-day level-0"
533                     data-date="2025-12-06"
534                     data-count="0"
535                     title="No posts on Dec 6, 2025">
536                </div><a href="/blog/2025/12/07/" class="calendar-day level-1"
537                   data-date="2025-12-07"
538                   data-count="1"
539                   title="1 post on Dec 7, 2025"
540                   aria-label="1 post on Dec 7, 2025">
541                </a><div class="calendar-day level-0"
542                     data-date="2025-12-08"
543                     data-count="0"
544                     title="No posts on Dec 8, 2025">
545                </div><a href="/blog/2025/12/09/" class="calendar-day level-2"
546                   data-date="2025-12-09"
547                   data-count="2"
548                   title="2 posts on Dec 9, 2025"
549                   aria-label="2 posts on Dec 9, 2025">
550                </a><div class="calendar-day level-0"
551                     data-date="2025-12-10"
552                     data-count="0"
553                     title="No posts on Dec 10, 2025">
554                </div><div class="calendar-day level-0"
555                     data-date="2025-12-11"
556                     data-count="0"
557                     title="No posts on Dec 11, 2025">
558                </div><div class="calendar-day level-0"
559                     data-date="2025-12-12"
560                     data-count="0"
561                     title="No posts on Dec 12, 2025">
562                </div><div class="calendar-day level-0"
563                     data-date="2025-12-13"
564                     data-count="0"
565                     title="No posts on Dec 13, 2025">
566                </div><a href="/blog/2025/12/14/" class="calendar-day level-1"
567                   data-date="2025-12-14"
568                   data-count="1"
569                   title="1 post on Dec 14, 2025"
570                   aria-label="1 post on Dec 14, 2025">
571                </a><a href="/blog/2025/12/15/" class="calendar-day level-1"
572                   data-date="2025-12-15"
573                   data-count="1"
574                   title="1 post on Dec 15, 2025"
575                   aria-label="1 post on Dec 15, 2025">
576                </a><a href="/blog/2025/12/16/" class="calendar-day level-1"
577                   data-date="2025-12-16"
578                   data-count="1"
579                   title="1 post on Dec 16, 2025"
580                   aria-label="1 post on Dec 16, 2025">
581                </a><div class="calendar-day level-0"
582                     data-date="2025-12-17"
583                     data-count="0"
584                     title="No posts on Dec 17, 2025">
585                </div><div class="calendar-day level-0"
586                     data-date="2025-12-18"
587                     data-count="0"
588                     title="No posts on Dec 18, 2025">
589                </div><div class="calendar-day level-0"
590                     data-date="2025-12-19"
591                     data-count="0"
592                     title="No posts on Dec 19, 2025">
593                </div><div class="calendar-day level-0"
594                     data-date="2025-12-20"
595                     data-count="0"
596                     title="No posts on Dec 20, 2025">
597                </div><a href="/blog/2025/12/21/" class="calendar-day level-1"
598                   data-date="2025-12-21"
599                   data-count="1"
600                   title="1 post on Dec 21, 2025"
601                   aria-label="1 post on Dec 21, 2025">
602                </a><div class="calendar-day level-0"
603                     data-date="2025-12-22"
604                     data-count="0"
605                     title="No posts on Dec 22, 2025">
606                </div><a href="/blog/2025/12/23/" class="calendar-day level-2"
607                   data-date="2025-12-23"
608                   data-count="2"
609                   title="2 posts on Dec 23, 2025"
610                   aria-label="2 posts on Dec 23, 2025">
611                </a><div class="calendar-day level-0"
612                     data-date="2025-12-24"
613                     data-count="0"
614                     title="No posts on Dec 24, 2025">
615                </div><a href="/blog/2025/12/25/" class="calendar-day level-1"
616                   data-date="2025-12-25"
617                   data-count="1"
618                   title="1 post on Dec 25, 2025"
619                   aria-label="1 post on Dec 25, 2025">
620                </a><div class="calendar-day level-0"
621                     data-date="2025-12-26"
622                     data-count="0"
623                     title="No posts on Dec 26, 2025">
624                </div><a href="/blog/2025/12/27/" class="calendar-day level-1"
625                   data-date="2025-12-27"
626                   data-count="1"
627                   title="1 post on Dec 27, 2025"
628                   aria-label="1 post on Dec 27, 2025">
629                </a><a href="/blog/2025/12/28/" class="calendar-day level-1"
630                   data-date="2025-12-28"
631                   data-count="1"
632                   title="1 post on Dec 28, 2025"
633                   aria-label="1 post on Dec 28, 2025">
634                </a><div class="calendar-day level-0"
635                     data-date="2025-12-29"
636                     data-count="0"
637                     title="No posts on Dec 29, 2025">
638                </div><div class="calendar-day level-0"
639                     data-date="2025-12-30"
640                     data-count="0"
641                     title="No posts on Dec 30, 2025">
642                </div><a href="/blog/2025/12/31/" class="calendar-day level-2"
643                   data-date="2025-12-31"
644                   data-count="2"
645                   title="2 posts on Dec 31, 2025"
646                   aria-label="2 posts on Dec 31, 2025">
647                </a><a href="/blog/2026/01/01/" class="calendar-day level-3"
648                   data-date="2026-01-01"
649                   data-count="3"
650                   title="3 posts on Jan 1, 2026"
651                   aria-label="3 posts on Jan 1, 2026">
652                </a><a href="/blog/2026/01/02/" class="calendar-day level-1"
653                   data-date="2026-01-02"
654                   data-count="1"
655                   title="1 post on Jan 2, 2026"
656                   aria-label="1 post on Jan 2, 2026">
657                </a><a href="/blog/2026/01/03/" class="calendar-day level-2"
658                   data-date="2026-01-03"
659                   data-count="2"
660                   title="2 posts on Jan 3, 2026"
661                   aria-label="2 posts on Jan 3, 2026">
662                </a><a href="/blog/2026/01/04/" class="calendar-day level-1"
663                   data-date="2026-01-04"
664                   data-count="1"
665                   title="1 post on Jan 4, 2026"
666                   aria-label="1 post on Jan 4, 2026">
667                </a><a href="/blog/2026/01/05/" class="calendar-day level-1"
668                   data-date="2026-01-05"
669                   data-count="1"
670                   title="1 post on Jan 5, 2026"
671                   aria-label="1 post on Jan 5, 2026">
672                </a><a href="/blog/2026/01/06/" class="calendar-day level-3"
673                   data-date="2026-01-06"
674                   data-count="3"
675                   title="3 posts on Jan 6, 2026"
676                   aria-label="3 posts on Jan 6, 2026">
677                </a><div class="calendar-day level-0"
678                     data-date="2026-01-07"
679                     data-count="0"
680                     title="No posts on Jan 7, 2026">
681                </div><a href="/blog/2026/01/08/" class="calendar-day level-2"
682                   data-date="2026-01-08"
683                   data-count="2"
684                   title="2 posts on Jan 8, 2026"
685                   aria-label="2 posts on Jan 8, 2026">
686                </a><a href="/blog/2026/01/09/" class="calendar-day level-2"
687                   data-date="2026-01-09"
688                   data-count="2"
689                   title="2 posts on Jan 9, 2026"
690                   aria-label="2 posts on Jan 9, 2026">
691                </a><a href="/blog/2026/01/10/" class="calendar-day level-1"
692                   data-date="2026-01-10"
693                   data-count="1"
694                   title="1 post on Jan 10, 2026"
695                   aria-label="1 post on Jan 10, 2026">
696                </a><a href="/blog/2026/01/11/" class="calendar-day level-3"
697                   data-date="2026-01-11"
698                   data-count="4"
699                   title="4 posts on Jan 11, 2026"
700                   aria-label="4 posts on Jan 11, 2026">
701                </a><a href="/blog/2026/01/12/" class="calendar-day level-1"
702                   data-date="2026-01-12"
703                   data-count="1"
704                   title="1 post on Jan 12, 2026"
705                   aria-label="1 post on Jan 12, 2026">
706                </a><a href="/blog/2026/01/13/" class="calendar-day level-1"
707                   data-date="2026-01-13"
708                   data-count="1"
709                   title="1 post on Jan 13, 2026"
710                   aria-label="1 post on Jan 13, 2026">
711                </a><div class="calendar-day level-0"
712                     data-date="2026-01-14"
713                     data-count="0"
714                     title="No posts on Jan 14, 2026">
715                </div><div class="calendar-day level-0"
716                     data-date="2026-01-15"
717                     data-count="0"
718                     title="No posts on Jan 15, 2026">
719                </div><div class="calendar-day level-0"
720                     data-date="2026-01-16"
721                     data-count="0"
722                     title="No posts on Jan 16, 2026">
723                </div><div class="calendar-day level-0"
724                     data-date="2026-01-17"
725                     data-count="0"
726                     title="No posts on Jan 17, 2026">
727                </div><a href="/blog/2026/01/18/" class="calendar-day level-1"
728                   data-date="2026-01-18"
729                   data-count="1"
730                   title="1 post on Jan 18, 2026"
731                   aria-label="1 post on Jan 18, 2026">
732                </a><a href="/blog/2026/01/19/" class="calendar-day level-3"
733                   data-date="2026-01-19"
734                   data-count="3"
735                   title="3 posts on Jan 19, 2026"
736                   aria-label="3 posts on Jan 19, 2026">
737                </a><a href="/blog/2026/01/20/" class="calendar-day level-2"
738                   data-date="2026-01-20"
739                   data-count="2"
740                   title="2 posts on Jan 20, 2026"
741                   aria-label="2 posts on Jan 20, 2026">
742                </a><div class="calendar-day level-0"
743                     data-date="2026-01-21"
744                     data-count="0"
745                     title="No posts on Jan 21, 2026">
746                </div><a href="/blog/2026/01/22/" class="calendar-day level-3"
747                   data-date="2026-01-22"
748                   data-count="3"
749                   title="3 posts on Jan 22, 2026"
750                   aria-label="3 posts on Jan 22, 2026">
751                </a><a href="/blog/2026/01/23/" class="calendar-day level-1"
752                   data-date="2026-01-23"
753                   data-count="1"
754                   title="1 post on Jan 23, 2026"
755                   aria-label="1 post on Jan 23, 2026">
756                </a><a href="/blog/2026/01/24/" class="calendar-day level-1"
757                   data-date="2026-01-24"
758                   data-count="1"
759                   title="1 post on Jan 24, 2026"
760                   aria-label="1 post on Jan 24, 2026">
761                </a><a href="/blog/2026/01/25/" class="calendar-day level-2"
762                   data-date="2026-01-25"
763                   data-count="2"
764                   title="2 posts on Jan 25, 2026"
765                   aria-label="2 posts on Jan 25, 2026">
766                </a><a href="/blog/2026/01/26/" class="calendar-day level-1"
767                   data-date="2026-01-26"
768                   data-count="1"
769                   title="1 post on Jan 26, 2026"
770                   aria-label="1 post on Jan 26, 2026">
771                </a><div class="calendar-day level-0"
772                     data-date="2026-01-27"
773                     data-count="0"
774                     title="No posts on Jan 27, 2026">
775                </div><div class="calendar-day level-0"
776                     data-date="2026-01-28"
777                     data-count="0"
778                     title="No posts on Jan 28, 2026">
779                </div><a href="/blog/2026/01/29/" class="calendar-day level-2"
780                   data-date="2026-01-29"
781                   data-count="2"
782                   title="2 posts on Jan 29, 2026"
783                   aria-label="2 posts on Jan 29, 2026">
784                </a><div class="calendar-day level-0"
785                     data-date="2026-01-30"
786                     data-count="0"
787                     title="No posts on Jan 30, 2026">
788                </div><a href="/blog/2026/01/31/" class="calendar-day level-1"
789                   data-date="2026-01-31"
790                   data-count="1"
791                   title="1 post on Jan 31, 2026"
792                   aria-label="1 post on Jan 31, 2026">
793                </a><a href="/blog/2026/02/01/" class="calendar-day level-2"
794                   data-date="2026-02-01"
795                   data-count="2"
796                   title="2 posts on Feb 1, 2026"
797                   aria-label="2 posts on Feb 1, 2026">
798                </a><a href="/blog/2026/02/02/" class="calendar-day level-3"
799                   data-date="2026-02-02"
800                   data-count="3"
801                   title="3 posts on Feb 2, 2026"
802                   aria-label="3 posts on Feb 2, 2026">
803                </a><div class="calendar-day level-0"
804                     data-date="2026-02-03"
805                     data-count="0"
806                     title="No posts on Feb 3, 2026">
807                </div><a href="/blog/2026/02/04/" class="calendar-day level-1"
808                   data-date="2026-02-04"
809                   data-count="1"
810                   title="1 post on Feb 4, 2026"
811                   aria-label="1 post on Feb 4, 2026">
812                </a><div class="calendar-day level-0"
813                     data-date="2026-02-05"
814                     data-count="0"
815                     title="No posts on Feb 5, 2026">
816                </div><div class="calendar-day level-0"
817                     data-date="2026-02-06"
818                     data-count="0"
819                     title="No posts on Feb 6, 2026">
820                </div><a href="/blog/2026/02/07/" class="calendar-day level-1"
821                   data-date="2026-02-07"
822                   data-count="1"
823                   title="1 post on Feb 7, 2026"
824                   aria-label="1 post on Feb 7, 2026">
825                </a><a href="/blog/2026/02/08/" class="calendar-day level-3"
826                   data-date="2026-02-08"
827                   data-count="3"
828                   title="3 posts on Feb 8, 2026"
829                   aria-label="3 posts on Feb 8, 2026">
830                </a><a href="/blog/2026/02/09/" class="calendar-day level-1"
831                   data-date="2026-02-09"
832                   data-count="1"
833                   title="1 post on Feb 9, 2026"
834                   aria-label="1 post on Feb 9, 2026">
835                </a><div class="calendar-day level-0"
836                     data-date="2026-02-10"
837                     data-count="0"
838                     title="No posts on Feb 10, 2026">
839                </div><a href="/blog/2026/02/11/" class="calendar-day level-1"
840                   data-date="2026-02-11"
841                   data-count="1"
842                   title="1 post on Feb 11, 2026"
843                   aria-label="1 post on Feb 11, 2026">
844                </a><a href="/blog/2026/02/12/" class="calendar-day level-2"
845                   data-date="2026-02-12"
846                   data-count="2"
847                   title="2 posts on Feb 12, 2026"
848                 
848  aria-label="2 posts on Feb 12, 2026">
849                </a><a href="/blog/2026/02/13/" class="calendar-day level-1"
850                   data-date="2026-02-13"
851                   data-count="1"
852                   title="1 post on Feb 13, 2026"
853                   aria-label="1 post on Feb 13, 2026">
854                </a><a href="/blog/2026/02/14/" class="calendar-day level-3"
855                   data-date="2026-02-14"
856                   data-count="3"
857                   title="3 posts on Feb 14, 2026"
858                   aria-label="3 posts on Feb 14, 2026">
859                </a><a href="/blog/2026/02/15/" class="calendar-day level-3"
860                   data-date="2026-02-15"
861                   data-count="3"
862                   title="3 posts on Feb 15, 2026"
863                   aria-label="3 posts on Feb 15, 2026">
864                </a><a href="/blog/2026/02/16/" class="calendar-day level-1"
865                   data-date="2026-02-16"
866                   data-count="1"
867                   title="1 post on Feb 16, 2026"
868                   aria-label="1 post on Feb 16, 2026">
869                </a><div class="calendar-day level-0"
870                     data-date="2026-02-17"
871                     data-count="0"
872                     title="No posts on Feb 17, 2026">
873                </div><a href="/blog/2026/02/18/" class="calendar-day level-2"
874                   data-date="2026-02-18"
875                   data-count="2"
876                   title="2 posts on Feb 18, 2026"
877                   aria-label="2 posts on Feb 18, 2026">
878                </a><a href="/blog/2026/02/19/" class="calendar-day level-1"
879                   data-date="2026-02-19"
880                   data-count="1"
881                   title="1 post on Feb 19, 2026"
882                   aria-label="1 post on Feb 19, 2026">
883                </a><a href="/blog/2026/02/20/" class="calendar-day level-2"
884                   data-date="2026-02-20"
885                   data-count="2"
886                   title="2 posts on Feb 20, 2026"
887                   aria-label="2 posts on Feb 20, 2026">
888                </a><a href="/blog/2026/02/21/" class="calendar-day level-1"
889                   data-date="2026-02-21"
890                   data-count="1"
891                   title="1 post on Feb 21, 2026"
892                   aria-label="1 post on Feb 21, 2026">
893                </a><a href="/blog/2026/02/22/" class="calendar-day level-2"
894                   data-date="2026-02-22"
895                   data-count="2"
896                   title="2 posts on Feb 22, 2026"
897                   aria-label="2 posts on Feb 22, 2026">
898                </a><div class="calendar-day level-0"
899                     data-date="2026-02-23"
900                     data-count="0"
901                     title="No posts on Feb 23, 2026">
902                </div><div class="calendar-day level-0"
903                     data-date="2026-02-24"
904                     data-count="0"
905                     title="No posts on Feb 24, 2026">
906                </div><div class="calendar-day level-0"
907                     data-date="2026-02-25"
908                     data-count="0"
909                     title="No posts on Feb 25, 2026">
910                </div><a href="/blog/2026/02/26/" class="calendar-day level-1"
911                   data-date="2026-02-26"
912                   data-count="1"
913                   title="1 post on Feb 26, 2026"
914                   aria-label="1 post on Feb 26, 2026">
915                </a><a href="/blog/2026/02/27/" class="calendar-day level-1"
916                   data-date="2026-02-27"
917                   data-count="1"
918                   title="1 post on Feb 27, 2026"
919                   aria-label="1 post on Feb 27, 2026">
920                </a><a href="/blog/2026/02/28/" class="calendar-day level-1"
921                   data-date="2026-02-28"
922                   data-count="1"
923                   title="1 post on Feb 28, 2026"
924                   aria-label="1 post on Feb 28, 2026">
925                </a><a href="/blog/2026/03/01/" class="calendar-day level-4"
926                   data-date="2026-03-01"
927                   data-count="6"
928                   title="6 posts on Mar 1, 2026"
929                   aria-label="6 posts on Mar 1, 2026">
930                </a><div class="calendar-day level-0"
931                     data-date="2026-03-02"
932                     data-count="0"
933                     title="No posts on Mar 2, 2026">
934                </div><div class="calendar-day level-0"
935                     data-date="2026-03-03"
936                     data-count="0"
937                     title="No posts on Mar 3, 2026">
938                </div><a href="/blog/2026/03/04/" class="calendar-day level-1"
939                   data-date="2026-03-04"
940                   data-count="1"
941                   title="1 post on Mar 4, 2026"
942                   aria-label="1 post on Mar 4, 2026">
943                </a><div class="calendar-day level-0"
944                     data-date="2026-03-05"
945                     data-count="0"
946                     title="No posts on Mar 5, 2026">
947                </div><a href="/blog/2026/03/06/" class="calendar-day level-1"
948                   data-date="2026-03-06"
949                   data-count="1"
950                   title="1 post on Mar 6, 2026"
951                   aria-label="1 post on Mar 6, 2026">
952                </a><a href="/blog/2026/03/07/" class="calendar-day level-1"
953                   data-date="2026-03-07"
954                   data-count="1"
955                   title="1 post on Mar 7, 2026"
956                   aria-label="1 post on Mar 7, 2026">
957                </a><a href="/blog/2026/03/08/" class="calendar-day level-3"
958                   data-date="2026-03-08"
959                   data-count="4"
960                   title="4 posts on Mar 8, 2026"
961                   aria-label="4 posts on Mar 8, 2026">
962                </a><a href="/blog/2026/03/09/" class="calendar-day level-1"
963                   data-date="2026-03-09"
964                   data-count="1"
965                   title="1 post on Mar 9, 2026"
966                   aria-label="1 post on Mar 9, 2026">
967                </a><a href="/blog/2026/03/10/" class="calendar-day level-2"
968                   data-date="2026-03-10"
969                   data-count="2"
970                   title="2 posts on Mar 10, 2026"
971                   aria-label="2 posts on Mar 10, 2026">
972                </a><a href="/blog/2026/03/11/" class="calendar-day level-2"
973                   data-date="2026-03-11"
974                   data-count="2"
975                   title="2 posts on Mar 11, 2026"
976                   aria-label="2 posts on Mar 11, 2026">
977                </a><a href="/blog/2026/03/12/" class="calendar-day level-1"
978                   data-date="2026-03-12"
979                   data-count="1"
980                   title="1 post on Mar 12, 2026"
981                   aria-label="1 post on Mar 12, 2026">
982                </a><a href="/blog/2026/03/13/" class="calendar-day level-1"
983                   data-date="2026-03-13"
984                   data-count="1"
985                   title="1 post on Mar 13, 2026"
986                   aria-label="1 post on Mar 13, 2026">
987                </a><a href="/blog/2026/03/14/" class="calendar-day level-1"
988                   data-date="2026-03-14"
989                   data-count="1"
990                   title="1 post on Mar 14, 2026"
991                   aria-label="1 post on Mar 14, 2026">
992                </a><a href="/blog/2026/03/15/" class="calendar-day level-3"
993                   data-date="2026-03-15"
994                   data-count="4"
995                   title="4 posts on Mar 15, 2026"
996                   aria-label="4 posts on Mar 15, 2026">
997                </a><div class="calendar-day level-0"
998                     data-date="2026-03-16"
999                     data-count="0"
1000                     title="No posts on Mar 16, 2026">
1001                </div><a href="/blog/2026/03/17/" class="calendar-day level-4"
1002                   data-date="2026-03-17"
1003                   data-count="5"
1004                   title="5 posts on Mar 17, 2026"
1005                   aria-label="5 posts on Mar 17, 2026">
1006                </a><a href="/blog/2026/03/18/" class="calendar-day level-3"
1007                   data-date="2026-03-18"
1008                   data-count="3"
1009                   title="3 posts on Mar 18, 2026"
1010                   aria-label="3 posts on Mar 18, 2026">
1011                </a><a href="/blog/2026/03/19/" class="calendar-day level-2"
1012                   data-date="2026-03-19"
1013                   data-count="2"
1014                   title="2 posts on Mar 19, 2026"
1015                   aria-label="2 posts on Mar 19, 2026">
1016                </a><a href="/blog/2026/03/20/" class="calendar-day level-3"
1017                   data-date="2026-03-20"
1018                   data-count="3"
1019                   title="3 posts on Mar 20, 2026"
1020                   aria-label="3 posts on Mar 20, 2026">
1021                </a><a href="/blog/2026/03/21/" class="calendar-day level-2"
1022                   data-date="2026-03-21"
1023                   data-count="2"
1024                   title="2 posts on Mar 21, 2026"
1025                   aria-label="2 posts on Mar 21, 2026">
1026                </a><a href="/blog/2026/03/22/" class="calendar-day level-1"
1027                   data-date="2026-03-22"
1028                   data-count="1"
1029                   title="1 post on Mar 22, 2026"
1030                   aria-label="1 post on Mar 22, 2026">
1031                </a><a href="/blog/2026/03/23/" class="calendar-day level-2"
1032                   data-date="2026-03-23"
1033                   data-count="2"
1034                   title="2 posts on Mar 23, 2026"
1035                   aria-label="2 posts on Mar 23, 2026">
1036                </a><a href="/blog/2026/03/24/" class="calendar-day level-1"
1037                   data-date="2026-03-24"
1038                   data-count="1"
1039                   title="1 post on Mar 24, 2026"
1040                   aria-label="1 post on Mar 24, 2026">
1041                </a><a href="/blog/2026/03/25/" class="calendar-day level-1"
1042                   data-date="2026-03-25"
1043                   data-count="1"
1044                   title="1 post on Mar 25, 2026"
1045                   aria-label="1 post on Mar 25, 2026">
1046                </a><a href="/blog/2026/03/26/" class="calendar-day level-1"
1047                   data-date="2026-03-26"
1048                   data-count="1"
1049                   title="1 post on Mar 26, 2026"
1050                   aria-label="1 post on Mar 26, 2026">
1051                </a><a href="/blog/2026/03/27/" class="calendar-day level-2"
1052                   data-date="2026-03-27"
1053                   data-count="2"
1054                   title="2 posts on Mar 27, 2026"
1055                   aria-label="2 posts on Mar 27, 2026">
1056                </a><div class="calendar-day level-0"
1057                     data-date="2026-03-28"
1058                     data-count="0"
1059                     title="No posts on Mar 28, 2026">
1060                </div><a href="/blog/2026/03/29/" class="calendar-day level-2"
1061                   data-date="2026-03-29"
1062                   data-count="2"
1063                   title="2 posts on Mar 29, 2026"
1064                   aria-label="2 posts on Mar 29, 2026">
1065                </a><div class="calendar-day level-0"
1066                     data-date="2026-03-30"
1067                     data-count="0"
1068                     title="No posts on Mar 30, 2026">
1069                </div><div class="calendar-day level-0"
1070                     data-date="2026-03-31"
1071                     data-count="0"
1072                     title="No posts on Mar 31, 2026">
1073                </div><div class="calendar-day level-0"
1074                     data-date="2026-04-01"
1075                     data-count="0"
1076                     title="No posts on Apr 1, 2026">
1077                </div><div class="calendar-day level-0"
1078                     data-date="2026-04-02"
1079                     data-count="0"
1080                     title="No posts on Apr 2, 2026">
1081                </div><a href="/blog/2026/04/03/" class="calendar-day level-2"
1082                   data-date="2026-04-03"
1083                   data-count="2"
1084                   title="2 posts on Apr 3, 2026"
1085                   aria-label="2 posts on Apr 3, 2026">
1086                </a><a href="/blog/2026/04/04/" class="calendar-day level-1"
1087                   data-date="2026-04-04"
1088                   data-count="1"
1089                   title="1 post on Apr 4, 2026"
1090                   aria-label="1 post on Apr 4, 2026">
1091                </a><a href="/blog/2026/04/05/" class="calendar-day level-2"
1092                   data-date="2026-04-05"
1093                   data-count="2"
1094                   title="2 posts on Apr 5, 2026"
1095                   aria-label="2 posts on Apr 5, 2026">
1096                </a><div class="calendar-day level-0"
1097                     data-date="2026-04-06"
1098                     data-count="0"
1099                     title="No posts on Apr 6, 2026">
1100                </div><a href="/blog/2026/04/07/" class="calendar-day level-2"
1101                   data-date="2026-04-07"
1102                   data-count="2"
1103                   title="2 posts on Apr 7, 2026"
1104                   aria-label="2 posts on Apr 7, 2026">
1105                </a><div class="calendar-day level-0"
1106                     data-date="2026-04-08"
1107                     data-count="0"
1108                     title="No posts on Apr 8, 2026">
1109                </div><a href="/blog/2026/04/09/" class="calendar-day level-1"
1110                   data-date="2026-04-09"
1111                   data-count="1"
1112                   title="1 post on Apr 9, 2026"
1113                   aria-label="1 post on Apr 9, 2026">
1114                </a><div class="calendar-day level-0"
1115                     data-date="2026-04-10"
1116                     data-count="0"
1117                     title="No posts on Apr 10, 2026">
1118                </div><a href="/blog/2026/04/11/" class="calendar-day level-2"
1119                   data-date="2026-04-11"
1120                   data-count="2"
1121                   title="2 posts on Apr 11, 2026"
1122                   aria-label="2 posts on Apr 11, 2026">
1123                </a><a href="/blog/2026/04/12/" class="calendar-day level-1"
1124                   data-date="2026-04-12"
1125                   data-count="1"
1126                   title="1 post on Apr 12, 2026"
1127                   aria-label="1 post on Apr 12, 2026">
1128                </a><a href="/blog/2026/04/13/" class="calendar-day level-1"
1129                   data-date="2026-04-13"
1130                   data-count="1"
1131                   title="1 post on Apr 13, 2026"
1132                   aria-label="1 post on Apr 13, 2026">
1133                </a><div class="calendar-day level-0"
1134                     data-date="2026-04-14"
1135                     data-count="0"
1136                     title="No posts on Apr 14, 2026">
1137                </div><div class="calendar-day level-0"
1138                     data-date="2026-04-15"
1139                     data-count="0"
1140                     title="No posts on Apr 15, 2026">
1141                </div><a href="/blog/2026/04/16/" class="calendar-day level-1"
1142                   data-date="2026-04-16"
1143                   data-count="1"
1144                   title="1 post on Apr 16, 2026"
1145                   aria-label="1 post on Apr 16, 2026">
1146                </a><div class="calendar-day level-0"
1147                     data-date="2026-04-17"
1148                     data-count="0"
1149                     title="No posts on Apr 17, 2026">
1150                </div><a href="/blog/2026/04/18/" class="calendar-day level-1"
1151                   data-date="2026-04-18"
1152                   data-count="1"
1153                   title="1 post on Apr 18, 2026"
1154                   aria-label="1 post on Apr 18, 2026">
1155                </a><a href="/blog/2026/04/19/" class="calendar-day level-1"
1156                   data-date="2026-04-19"
1157                   data-count="1"
1158                   title="1 post on Apr 19, 2026"
1159                   aria-label="1 post on Apr 19, 2026">
1160                </a><div class="calendar-day level-0"
1161                     data-date="2026-04-20"
1162                     data-count="0"
1163                     title="No posts on Apr 20, 2026">
1164                </div><div class="calendar-day level-0"
1165                     data-date="2026-04-21"
1166                     data-count="0"
1167                     title="No posts on Apr 21, 2026">
1168                </div><a href="/blog/2026/04/22/" class="calendar-day level-1"
1169                   data-date="2026-04-22"
1170                   data-count="1"
1171                   title="1 post on Apr 22, 2026"
1172                   aria-label="1 post on Apr 22, 2026">
1173                </a><a href="/blog/2026/04/23/" class="calendar-day level-1"
1174                   data-date="2026-04-23"
1175                   data-count="1"
1176                   title="1 post on Apr 23, 2026"
1177                   aria-label="1 post on Apr 23, 2026">
1178                </a><a href="/blog/2026/04/24/" class="calendar-day level-1"
1179                   data-date="2026-04-24"
1180                   data-count="1"
1181                   title="1 post on Apr 24, 2026"
1182                   aria-label="1 post on Apr 24, 2026">
1183                </a><a href="/blog/2026/04/25/" class="calendar-day level-2"
1184                   data-date="2026-04-25"
1185                   data-count="2"
1186                   title="2 posts on Apr 25, 2026"
1187                   aria-label="2 posts on Apr 25, 2026">
1188                </a><a href="/blog/2026/04/26/" class="calendar-day level-3"
1189                   data-date="2026-04-26"
1190                   data-count="3"
1191                   title="3 posts on Apr 26, 2026"
1192                   aria-label="3 posts on Apr 26, 2026">
1193                </a><a href="/blog/2026/04/27/" class="calendar-day level-1"
1194                   data-date="2026-04-27"
1195                   data-count="1"
1196                   title="1 post on Apr 27, 2026"
1197                   aria-label="1 post on Apr 27, 2026">
1198                </a><div class="calendar-day level-0"
1199                     data-date="2026-04-28"
1200                     data-count="0"
1201                     title="No posts on Apr 28, 2026">
1202                </div><div class="calendar-day level-0"
1203                     data-date="2026-04-29"
1204                     data-count="0"
1205                     title="No posts on Apr 29, 2026">
1206                </div><a href="/blog/2026/04/30/" class="calendar-day level-1"
1207                   data-date="2026-04-30"
1208                   data-count="1"
1209                   title="1 post on Apr 30, 2026"
1210                   aria-label="1 post on Apr 30, 2026">
1211                </a><div class="calendar-day level-0"
1212                     data-date="2026-05-01"
1213                     data-count="0"
1214                     title="No posts on May 1, 2026">
1215                </div><div class="calendar-day level-0"
1216                     data-date="2026-05-02"
1217                     data-count="0"
1218                     title="No posts on May 2, 2026">
1219                </div><a href="/blog/2026/05/03/" class="calendar-day level-2"
1220                   data-date="2026-05-03"
1221                   data-count="2"
1222                   title="2 posts on May 3, 2026"
1223                   aria-label="2 posts on May 3, 2026">
1224                </a><div class="calendar-day level-0"
1225                     data-date="2026-05-04"
1226                     data-count="0"
1227                     title="No posts on May 4, 2026">
1228                </div><div class="calendar-day level-0"
1229                     data-date="2026-05-05"
1230                     data-count="0"
1231                     title="No posts on May 5, 2026">
1232                </div><div class="calendar-day level-0"
1233                     data-date="2026-05-06"
1234                     data-count="0"
1235                     title="No posts on May 6, 2026">
1236                </div><a href="/blog/2026/05/07/" class="calendar-day level-2"
1237                   data-date="2026-05-07"
1238                   data-count="2"
1239                   title="2 posts on May 7, 2026"
1240                   aria-label="2 posts on May 7, 2026">
1241                </a><div class="calendar-day level-0"
1242                     data-date="2026-05-08"
1243                     data-count="0"
1244                     title="No posts on May 8, 2026">
1245                </div><div class="calendar-day level-0"
1246                     data-date="2026-05-09"
1247                     data-count="0"
1248                     title="No posts on May 9, 2026">
1249                </div><a href="/blog/2026/05/10/" class="calendar-day level-1"
1250                   data-date="2026-05-10"
1251                   data-count="1"
1252                   title="1 post on May 10, 2026"
1253                   aria-label="1 post on May 10, 2026">
1254                </a><div class="calendar-day level-0"
1255                     data-date="2026-05-11"
1256                     data-count="0"
1257                     title="No posts on May 11, 2026">
1258                </div><div class="calendar-day level-0"
1259                     data-date="2026-05-12"
1260                     data-count="0"
1261                     title="No posts on May 12, 2026">
1262                </div><div class="calendar-day level-0"
1263                     data-date="2026-05-13"
1264                     data-count="0"
1265                     title="No posts on May 13, 2026">
1266                </div><div class="calendar-day level-0"
1267                     data-date="2026-05-14"
1268                     data-count="0"
1269                     title="No posts on May 14, 2026">
1270                </div><a href="/blog/2026/05/15/" class="calendar-day level-1"
1271                   data-date="2026-05-15"
1272                   data-count="1"
1273                   title="1 post on May 15, 2026"
1274                   aria-label="1 post on May 15, 2026">
1275                </a><a href="/blog/2026/05/16/" class="calendar-day level-2"
1276                   data-date="2026-05-16"
1277                   data-count="2"
1278                   title="2 posts on May 16, 2026"
1279                   aria-label="2 posts on May 16, 2026">
1280                </a><a href="/blog/2026/05/17/" class="calendar-day level-2"
1281                   data-date="2026-05-17"
1282                   data-count="2"
1283                   title="2 posts on May 17, 2026"
1284                   aria-label="2 posts on May 17, 2026">
1285                </a><a href="/blog/2026/05/18/" class="calendar-day level-1"
1286                   data-date="2026-05-18"
1287                   data-count="1"
1288                   title="1 post on May 18, 2026"
1289                   aria-label="1 post on May 18, 2026">
1290                </a><a href="/blog/2026/05/19/" class="calendar-day level-1"
1291                   data-date="2026-05-19"
1292                   data-count="1"
1293                   title="1 post on May 19, 2026"
1294                   aria-label="1 post on May 19, 2026">
1295                </a><div class="calendar-day level-0"
1296                     data-date="2026-05-20"
1297                     data-count="0"
1298                     title="No posts on May 20, 2026">
1299                </div><a href="/blog/2026/05/21/" class="calendar-day level-1"
1300                   data-date="2026-05-21"
1301                   data-count="1"
1302                   title="1 post on May 21, 2026"
1303                   aria-label="1 post on May 21, 2026">
1304                </a><div class="calendar-day level-0"
1305                     data-date="2026-05-22"
1306                     data-count="0"
1307                     title="No posts on May 22, 2026">
1308                </div><a href="/blog/2026/05/23/" class="calendar-day level-2"
1309                   data-date="2026-05-23"
1310                   data-count="2"
1311                   title="2 posts on May 23, 2026"
1312                   aria-label="2 posts on May 23, 2026">
1313                </a><a href="/blog/2026/05/24/" class="calendar-day level-2"
1314                   data-date="2026-05-24"
1315                   data-count="2"
1316                   title="2 posts on May 24, 2026"
1317                   aria-label="2 posts on May 24, 2026">
1318                </a><a href="/blog/2026/05/25/" class="calendar-day level-1"
1319                   data-date="2026-05-25"
1320                   data-count="1"
1321                   title="1 post on May 25, 2026"
1322                   aria-label="1 post on May 25, 2026">
1323                </a><a href="/blog/2026/05/26/" class="calendar-day level-2"
1324                   data-date="2026-05-26"
1325                   data-count="2"
1326                   title="2 posts on May 26, 2026"
1327                   aria-label="2 posts on May 26, 2026">
1328                </a><div class="calendar-day level-0"
1329                     data-date="2026-05-27"
1330                     data-count="0"
1331                     title="No posts on May 27, 2026">
1332                </div><a href="/blog/2026/05/28/" class="calendar-day level-2"
1333                   data-date="2026-05-28"
1334                   data-count="2"
1335                   title="2 posts on May 28, 2026"
1336                   aria-label="2 posts on May 28, 2026">
1337                </a><a href="/blog/2026/05/29/" class="calendar-day level-1"
1338                   data-date="2026-05-29"
1339                   data-count="1"
1340                   title="1 post on May 29, 2026"
1341                   aria-label="1 post on May 29, 2026">
1342                </a><a href="/blog/2026/05/30/" class="calendar-day level-3"
1343                   data-date="2026-05-30"
1344                   data-count="3"
1345                   title="3 posts on May 30, 2026"
1346                   aria-label="3 posts on May 30, 2026">
1347                </a><a href="/blog/2026/05/31/" class="calendar-day level-1"
1348                   data-date="2026-05-31"
1349                   data-count="1"
1350                   title="1 post on May 31, 2026"
1351                   aria-label="1 post on May 31, 2026">
1352                </a><div class="calendar-day level-0"
1353                     data-date="2026-06-01"
1354                     data-count="0"
1355                     title="No posts on Jun 1, 2026">
1356                </div><a href="/blog/2026/06/02/" class="calendar-day level-1"
1357                   data-date="2026-06-02"
1358                   data-count="1"
1359                   title="1 post on Jun 2, 2026"
1360                   aria-label="1 post on Jun 2, 2026">
1361                </a><a href="/blog/2026/06/03/" class="calendar-day level-1"
1362                   data-date="2026-06-03"
1363                   data-count="1"
1364                   title="1 post on Jun 3, 2026"
1365                   aria-label="1 post on Jun 3, 2026">
1366                </a><div class="calendar-day level-0"
1367                     data-date="2026-06-04"
1368                     data-count="0"
1369                     title="No posts on Jun 4, 2026">
1370                </div><a href="/blog/2026/06/05/" class="calendar-day level-3"
1371                   data-date="2026-06-05"
1372                   data-count="4"
1373                   title="4 posts on Jun 5, 2026"
1374                   aria-label="4 posts on Jun 5, 2026">
1375                </a><a href="/blog/2026/06/06/" class="calendar-day level-2"
1376                   data-date="2026-06-06"
1377                   data-count="2"
1378                   title="2 posts on Jun 6, 2026"
1379                   aria-label="2 posts on Jun 6, 2026">
1380                </a><a href="/blog/2026/06/07/" class="calendar-day level-2"
1381                   data-date="2026-06-07"
1382                   data-count="2"
1383                   title="2 posts on Jun 7, 2026"
1384                   aria-label="2 posts on Jun 7, 2026">
1385                </a><a href="/blog/2026/06/08/" class="calendar-day level-2"
1386                   data-date="2026-06-08"
1387                   data-count="2"
1388                   title="2 posts on Jun 8, 2026"
1389                   aria-label="2 posts on Jun 8, 2026">
1390                </a><div class="calendar-day level-0"
1391                     data-date="2026-06-09"
1392                     data-count="0"
1393                     title="No posts on Jun 9, 2026">
1394                </div><div class="calendar-day level-0"
1395                     data-date="2026-06-10"
1396                     data-count="0"
1397 
1397                    title="No posts on Jun 10, 2026">
1398                </div><a href="/blog/2026/06/11/" class="calendar-day level-1"
1399                   data-date="2026-06-11"
1400                   data-count="1"
1401                   title="1 post on Jun 11, 2026"
1402                   aria-label="1 post on Jun 11, 2026">
1403                </a><a href="/blog/2026/06/12/" class="calendar-day level-1"
1404                   data-date="2026-06-12"
1405                   data-count="1"
1406                   title="1 post on Jun 12, 2026"
1407                   aria-label="1 post on Jun 12, 2026">
1408                </a><a href="/blog/2026/06/13/" class="calendar-day level-1"
1409                   data-date="2026-06-13"
1410                   data-count="1"
1411                   title="1 post on Jun 13, 2026"
1412                   aria-label="1 post on Jun 13, 2026">
1413                </a><a href="/blog/2026/06/14/" class="calendar-day level-3"
1414                   data-date="2026-06-14"
1415                   data-count="3"
1416                   title="3 posts on Jun 14, 2026"
1417                   aria-label="3 posts on Jun 14, 2026">
1418                </a><div class="calendar-day level-0"
1419                     data-date="2026-06-15"
1420                     data-count="0"
1421                     title="No posts on Jun 15, 2026">
1422                </div><a href="/blog/2026/06/16/" class="calendar-day level-1"
1423                   data-date="2026-06-16"
1424                   data-count="1"
1425                   title="1 post on Jun 16, 2026"
1426                   aria-label="1 post on Jun 16, 2026">
1427                </a><div class="calendar-day level-0"
1428                     data-date="2026-06-17"
1429                     data-count="0"
1430                     title="No posts on Jun 17, 2026">
1431                </div><a href="/blog/2026/06/18/" class="calendar-day level-2"
1432                   data-date="2026-06-18"
1433                   data-count="2"
1434                   title="2 posts on Jun 18, 2026"
1435                   aria-label="2 posts on Jun 18, 2026">
1436                </a><div class="calendar-day level-0"
1437                     data-date="2026-06-19"
1438                     data-count="0"
1439                     title="No posts on Jun 19, 2026">
1440                </div><div class="calendar-day level-0"
1441                     data-date="2026-06-20"
1442                     data-count="0"
1443                     title="No posts on Jun 20, 2026">
1444                </div><a href="/blog/2026/06/21/" class="calendar-day level-3"
1445                   data-date="2026-06-21"
1446                   data-count="3"
1447                   title="3 posts on Jun 21, 2026"
1448                   aria-label="3 posts on Jun 21, 2026">
1449                </a><a href="/blog/2026/06/22/" class="calendar-day level-2"
1450                   data-date="2026-06-22"
1451                   data-count="2"
1452                   title="2 posts on Jun 22, 2026"
1453                   aria-label="2 posts on Jun 22, 2026">
1454                </a><div class="calendar-day level-0"
1455                     data-date="2026-06-23"
1456                     data-count="0"
1457                     title="No posts on Jun 23, 2026">
1458                </div><a href="/blog/2026/06/24/" class="calendar-day level-2"
1459                   data-date="2026-06-24"
1460                   data-count="2"
1461                   title="2 posts on Jun 24, 2026"
1462                   aria-label="2 posts on Jun 24, 2026">
1463                </a><a href="/blog/2026/06/25/" class="calendar-day level-1"
1464                   data-date="2026-06-25"
1465                   data-count="1"
1466                   title="1 post on Jun 25, 2026"
1467                   aria-label="1 post on Jun 25, 2026">
1468                </a><a href="/blog/2026/06/26/" class="calendar-day level-1"
1469                   data-date="2026-06-26"
1470                   data-count="1"
1471                   title="1 post on Jun 26, 2026"
1472                   aria-label="1 post on Jun 26, 2026">
1473                </a><a href="/blog/2026/06/27/" class="calendar-day level-2"
1474                   data-date="2026-06-27"
1475                   data-count="2"
1476                   title="2 posts on Jun 27, 2026"
1477                   aria-label="2 posts on Jun 27, 2026">
1478                </a><a href="/blog/2026/06/28/" class="calendar-day level-1"
1479                   data-date="2026-06-28"
1480                   data-count="1"
1481                   title="1 post on Jun 28, 2026"
1482                   aria-label="1 post on Jun 28, 2026">
1483                </a><a href="/blog/2026/06/29/" class="calendar-day level-1"
1484                   data-date="2026-06-29"
1485                   data-count="1"
1486                   title="1 post on Jun 29, 2026"
1487                   aria-label="1 post on Jun 29, 2026">
1488                </a><div class="calendar-day level-0"
1489                     data-date="2026-06-30"
1490                     data-count="0"
1491                     title="No posts on Jun 30, 2026">
1492                </div><a href="/blog/2026/07/01/" class="calendar-day level-1"
1493                   data-date="2026-07-01"
1494                   data-count="1"
1495                   title="1 post on Jul 1, 2026"
1496                   aria-label="1 post on Jul 1, 2026">
1497                </a><a href="/blog/2026/07/02/" class="calendar-day level-1"
1498                   data-date="2026-07-02"
1499                   data-count="1"
1500                   title="1 post on Jul 2, 2026"
1501                   aria-label="1 post on Jul 2, 2026">
1502                </a><div class="calendar-day level-0"
1503                     data-date="2026-07-03"
1504                     data-count="0"
1505                     title="No posts on Jul 3, 2026">
1506                </div><div class="calendar-day level-0"
1507                     data-date="2026-07-04"
1508                     data-count="0"
1509                     title="No posts on Jul 4, 2026">
1510                </div><a href="/blog/2026/07/05/" class="calendar-day level-2"
1511                   data-date="2026-07-05"
1512                   data-count="2"
1513                   title="2 posts on Jul 5, 2026"
1514                   aria-label="2 posts on Jul 5, 2026">
1515                </a><div class="calendar-day level-0"
1516                     data-date="2026-07-06"
1517                     data-count="0"
1518                     title="No posts on Jul 6, 2026">
1519                </div><div class="calendar-day level-0"
1520                     data-date="2026-07-07"
1521                     data-count="0"
1522                     title="No posts on Jul 7, 2026">
1523                </div><div class="calendar-day level-0"
1524                     data-date="2026-07-08"
1525                     data-count="0"
1526                     title="No posts on Jul 8, 2026">
1527                </div><a href="/blog/2026/07/09/" class="calendar-day level-1"
1528                   data-date="2026-07-09"
1529                   data-count="1"
1530                   title="1 post on Jul 9, 2026"
1531                   aria-label="1 post on Jul 9, 2026">
1532                </a><div class="calendar-day level-0"
1533                     data-date="2026-07-10"
1534                     data-count="0"
1535                     title="No posts on Jul 10, 2026">
1536                </div><a href="/blog/2026/07/11/" class="calendar-day level-3"
1537                   data-date="2026-07-11"
1538                   data-count="3"
1539                   title="3 posts on Jul 11, 2026"
1540                   aria-label="3 posts on Jul 11, 2026">
1541                </a><a href="/blog/2026/07/12/" class="calendar-day level-3"
1542                   data-date="2026-07-12"
1543                   data-count="3"
1544                   title="3 posts on Jul 12, 2026"
1545                   aria-label="3 posts on Jul 12, 2026">
1546                </a><a href="/blog/2026/07/13/" class="calendar-day level-1"
1547                   data-date="2026-07-13"
1548                   data-count="1"
1549                   title="1 post on Jul 13, 2026"
1550                   aria-label="1 post on Jul 13, 2026">
1551                </a><a href="/blog/2026/07/14/" class="calendar-day level-1"
1552                   data-date="2026-07-14"
1553                   data-count="1"
1554                   title="1 post on Jul 14, 2026"
1555                   aria-label="1 post on Jul 14, 2026">
1556                </a><div class="calendar-day level-0"
1557                     data-date="2026-07-15"
1558                     data-count="0"
1559                     title="No posts on Jul 15, 2026">
1560                </div><div class="calendar-day level-0"
1561                     data-date="2026-07-16"
1562                     data-count="0"
1563                     title="No posts on Jul 16, 2026">
1564                </div><div class="calendar-day level-0"
1565                     data-date="2026-07-17"
1566                     data-count="0"
1567                     title="No posts on Jul 17, 2026">
1568                </div><div class="calendar-day level-0"
1569                     data-date="2026-07-18"
1570                     data-count="0"
1571                     title="No posts on Jul 18, 2026">
1572                </div><a href="/blog/2026/07/19/" class="calendar-day level-1"
1573                   data-date="2026-07-19"
1574                   data-count="1"
1575                   title="1 post on Jul 19, 2026"
1576                   aria-label="1 post on Jul 19, 2026">
1577                </a><div class="calendar-day level-0"
1578                     data-date="2026-07-20"
1579                     data-count="0"
1580                     title="No posts on Jul 20, 2026">
1581                </div><div class="calendar-day level-0"
1582                     data-date="2026-07-21"
1583                     data-count="0"
1584                     title="No posts on Jul 21, 2026">
1585                </div><div class="calendar-day level-0"
1586                     data-date="2026-07-22"
1587                     data-count="0"
1588                     title="No posts on Jul 22, 2026">
1589                </div><div class="calendar-day level-0"
1590                     data-date="2026-07-23"
1591                     data-count="0"
1592                     title="No posts on Jul 23, 2026">
1593                </div><div class="calendar-day level-0"
1594                     data-date="2026-07-24"
1595                     data-count="0"
1596                     title="No posts on Jul 24, 2026">
1597                </div><a href="/blog/2026/07/25/" class="calendar-day level-1"
1598                   data-date="2026-07-25"
1599                   data-count="1"
1600                   title="1 post on Jul 25, 2026"
1601                   aria-label="1 post on Jul 25, 2026">
1602                </a><a href="/blog/2026/07/26/" class="calendar-day level-1"
1603                   data-date="2026-07-26"
1604                   data-count="1"
1605                   title="1 post on Jul 26, 2026"
1606                   aria-label="1 post on Jul 26, 2026">
1607                </a><a href="/blog/2026/07/27/" class="calendar-day level-1"
1608                   data-date="2026-07-27"
1609                   data-count="1"
1610                   title="1 post on Jul 27, 2026"
1611                   aria-label="1 post on Jul 27, 2026">
1612                </a><div class="calendar-day level-0"
1613                     data-date="2026-07-28"
1614                     data-count="0"
1615                     title="No posts on Jul 28, 2026">
1616                </div><div class="calendar-day level-0"
1617                     data-date="2026-07-29"
1618                     data-count="0"
1619                     title="No posts on Jul 29, 2026">
1620                </div><div class="calendar-day level-0"
1621                     data-date="2026-07-30"
1622                     data-count="0"
1623                     title="No posts on Jul 30, 2026">
1624                </div><div class="calendar-day level-0"
1625                     data-date="2026-07-31"
1626                     data-count="0"
1627                     title="No posts on Jul 31, 2026">
1628                </div><a href="/blog/2026/08/01/" class="calendar-day level-3"
1629                   data-date="2026-08-01"
1630                   data-count="4"
1631                   title="4 posts on Aug 1, 2026"
1632                   aria-label="4 posts on Aug 1, 2026">
1633                </a><a href="/blog/2026/08/02/" class="calendar-day level-1"
1634                   data-date="2026-08-02"
1635                   data-count="1"
1636                   title="1 post on Aug 2, 2026"
1637                   aria-label="1 post on Aug 2, 2026">
1638                </a><div class="calendar-day level-0"
1639                     data-date="2026-08-03"
1640                     data-count="0"
1641                     title="No posts on Aug 3, 2026">
1642                </div><a href="/blog/2026/08/04/" class="calendar-day level-1"
1643                   data-date="2026-08-04"
1644                   data-count="1"
1645                   title="1 post on Aug 4, 2026"
1646                   aria-label="1 post on Aug 4, 2026">
1647                </a><div class="calendar-day level-0"
1648                     data-date="2026-08-05"
1649                     data-count="0"
1650                     title="No posts on Aug 5, 2026">
1651                </div><div class="calendar-day level-0"
1652                     data-date="2026-08-06"
1653                     data-count="0"
1654                     title="No posts on Aug 6, 2026">
1655                </div><a href="/blog/2026/08/07/" class="calendar-day level-1"
1656                   data-date="2026-08-07"
1657                   data-count="1"
1658                   title="1 post on Aug 7, 2026"
1659                   aria-label="1 post on Aug 7, 2026">
1660                </a><a href="/blog/2026/08/08/" class="calendar-day level-1"
1661                   data-date="2026-08-08"
1662                   data-count="1"
1663                   title="1 post on Aug 8, 2026"
1664                   aria-label="1 post on Aug 8, 2026">
1665                </a><a href="/blog/2026/08/09/" class="calendar-day level-3"
1666                   data-date="2026-08-09"
1667                   data-count="4"
1668                   title="4 posts on Aug 9, 2026"
1669                   aria-label="4 posts on Aug 9, 2026">
1670                </a><a href="/blog/2026/08/10/" class="calendar-day level-2"
1671                   data-date="2026-08-10"
1672                   data-count="2"
1673                   title="2 posts on Aug 10, 2026"
1674                   aria-label="2 posts on Aug 10, 2026">
1675                </a><div class="calendar-day level-0"
1676                     data-date="2026-08-11"
1677                     data-count="0"
1678                     title="No posts on Aug 11, 2026">
1679                </div><a href="/blog/2026/08/12/" class="calendar-day level-1"
1680                   data-date="2026-08-12"
1681                   data-count="1"
1682                   title="1 post on Aug 12, 2026"
1683                   aria-label="1 post on Aug 12, 2026">
1684                </a><div class="calendar-day level-0"
1685                     data-date="2026-08-13"
1686                     data-count="0"
1687                     title="No posts on Aug 13, 2026">
1688                </div><a href="/blog/2026/08/14/" class="calendar-day level-1"
1689                   data-date="2026-08-14"
1690                   data-count="1"
1691                   title="1 post on Aug 14, 2026"
1692                   aria-label="1 post on Aug 14, 2026">
1693                </a><div class="calendar-day level-0"
1694                     data-date="2026-08-15"
1695                     data-count="0"
1696                     title="No posts on Aug 15, 2026">
1697                </div><a href="/blog/2026/08/16/" class="calendar-day level-1"
1698                   data-date="2026-08-16"
1699                   data-count="1"
1700                   title="1 post on Aug 16, 2026"
1701                   aria-label="1 post on Aug 16, 2026">
1702                </a><a href="/blog/2026/08/17/" class="calendar-day level-2"
1703                   data-date="2026-08-17"
1704                   data-count="2"
1705                   title="2 posts on Aug 17, 2026"
1706                   aria-label="2 posts on Aug 17, 2026">
1707                </a><div class="calendar-day level-0"
1708                     data-date="2026-08-18"
1709                     data-count="0"
1710                     title="No posts on Aug 18, 2026">
1711                </div><a href="/blog/2026/08/19/" class="calendar-day level-1"
1712                   data-date="2026-08-19"
1713                   data-count="1"
1714                   title="1 post on Aug 19, 2026"
1715                   aria-label="1 post on Aug 19, 2026">
1716                </a><a href="/blog/2026/08/20/" class="calendar-day level-1"
1717                   data-date="2026-08-20"
1718                   data-count="1"
1719                   title="1 post on Aug 20, 2026"
1720                   aria-label="1 post on Aug 20, 2026">
1721                </a><a href="/blog/2026/08/21/" class="calendar-day level-2"
1722                   data-date="2026-08-21
1722"
1723                   data-count="2"
1724                   title="2 posts on Aug 21, 2026"
1725                   aria-label="2 posts on Aug 21, 2026">
1726                </a><a href="/blog/2026/08/22/" class="calendar-day level-1"
1727                   data-date="2026-08-22"
1728                   data-count="1"
1729                   title="1 post on Aug 22, 2026"
1730                   aria-label="1 post on Aug 22, 2026">
1731                </a><a href="/blog/2026/08/23/" class="calendar-day level-1"
1732                   data-date="2026-08-23"
1733                   data-count="1"
1734                   title="1 post on Aug 23, 2026"
1735                   aria-label="1 post on Aug 23, 2026">
1736                </a><div class="calendar-day level-0"
1737                     data-date="2026-08-24"
1738                     data-count="0"
1739                     title="No posts on Aug 24, 2026">
1740                </div><div class="calendar-day level-0"
1741                     data-date="2026-08-25"
1742                     data-count="0"
1743                     title="No posts on Aug 25, 2026">
1744                </div><div class="calendar-day level-0"
1745                     data-date="2026-08-26"
1746                     data-count="0"
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1755                   title="1 post on Aug 28, 2026"
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1763                   data-count="2"
1764                   title="2 posts on Aug 30, 2026"
1765                   aria-label="2 posts on Aug 30, 2026">
1766                </a><a href="/blog/2026/08/31/" class="calendar-day level-1"
1767                   data-date="2026-08-31"
1768                   data-count="1"
1769                   title="1 post on Aug 31, 2026"
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1788                   data-date="2026-09-05"
1789                   data-count="1"
1790                   title="1 post on Sep 5, 2026"
1791                   aria-label="1 post on Sep 5, 2026">
1792                </a><a href="/blog/2026/09/06/" class="calendar-day level-1"
1793                   data-date="2026-09-06"
1794                   data-count="1"
1795                   title="1 post on Sep 6, 2026"
1796                   aria-label="1 post on Sep 6, 2026">
1797                </a><div class="calendar-day level-0"
1798                     data-date="2026-09-07"
1799                     data-count="0"
1800                     title="No posts on Sep 7, 2026">
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1806                   data-date="2026-09-09"
1807                   data-count="1"
1808                   title="1 post on Sep 9, 2026"
1809                   aria-label="1 post on Sep 9, 2026">
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1817                   title="1 post on Sep 11, 2026"
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1824                   data-date="2026-09-13"
1825                   data-count="2"
1826                   title="2 posts on Sep 13, 2026"
1827                   aria-label="2 posts on Sep 13, 2026">
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1836                </div><a href="/blog/2026/09/16/" class="calendar-day level-1"
1837                   data-date="2026-09-16"
1838                   data-count="1"
1839                   title="1 post on Sep 16, 2026"
1840                   aria-label="1 post on Sep 16, 2026">
1841                </a><a href="/blog/2026/09/17/" class="calendar-day level-1"
1842                   data-date="2026-09-17"
1843                   data-count="1"
1844                   title="1 post on Sep 17, 2026"
1845                   aria-label="1 post on Sep 17, 2026">
1846                </a><a href="/blog/2026/09/18/" class="calendar-day level-1"
1847                   data-date="2026-09-18"
1848                   data-count="1"
1849                   title="1 post on Sep 18, 2026"
1850                   aria-label="1 post on Sep 18, 2026">
1851                </a><a href="/blog/2026/09/19/" class="calendar-day level-1"
1852                   data-date="2026-09-19"
1853                   data-count="1"
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1856                </a><a href="/blog/2026/09/20/" class="calendar-day level-2"
1857                   data-date="2026-09-20"
1858                   data-count="2"
1859                   title="2 posts on Sep 20, 2026"
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1861                </a><div class="calendar-day level-0"
1862                     data-date="2026-09-21"
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1866                   data-date="2026-09-22"
1867                   data-count="1"
1868                   title="1 post on Sep 22, 2026"
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1870                </a><a href="/blog/2026/09/23/" class="calendar-day level-1"
1871                   data-date="2026-09-23"
1872                   data-count="1"
1873                   title="1 post on Sep 23, 2026"
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1875                </a><a href="/blog/2026/09/24/" class="calendar-day level-1"
1876                   data-date="2026-09-24"
1877                   data-count="1"
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1889    </div>
1890  </div>
1891
1892  <div class="calendar-info">
1893    <div class="calendar-legend">
1894      <span>Less</span>
1895      <div class="legend-day level-0"></div>
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1899      <div class="legend-day level-4"></div>
1900      <span>More</span>
1901    </div>
1902  </div>
1903</div>
1904
1905<div class="recent-posts">
1906  <article class="post-entry"><figure class="entry-thumb">
1907      <img src="https://talks.s-anand.net/2026-09-24-iis-ph-evidence-to-impact/comic-page.avif" alt="" loading="lazy">
1908    </figure><header class="entry-header">
1909      <h2 class="entry-hint-parent">If You&#39;re Too Excited, Don&#39;t Forget to Verify
1910      </h2>
1911    </header>
1912    <div class="entry-content">
1913      <p>I conducted a session on Thu, 24 Sep 2026 at International IT-BPM Summit (IIS) 2026 - Function Rooms #1 &amp; #2, 3rd Floor Pearl Wing, Okada Manila, Parañaque City, Philippines.
1914Summary: AI is too weird and fast-moving to trust by intuition alone: question advice, verify with a second model, calibrate confidence, benchmark what matters, and turn surviving evidence into deterministic rules.
1915Here’s the link to the session
1916Links:
1917Transcript Audio (60 min) </p>
1918    </div>
1919    <footer class="entry-footer"><span class="post-meta-date"><time datetime="2026-09-24T10:15:00+08:00">Thu, <a href="/blog/2026/09/24/">24</a> <a href="/blog/2026/09/">Sep</a> <a href="/blog/2026/">2026</a></time></span>&nbsp;•&nbsp;<span class="post-meta-cats"><a href="/blog/category/talks/">Talks</a></span></footer>
1920    <a class="entry-link" aria-label="post link to If You&#39;re Too Excited, Don&#39;t Forget to Verify" href="/blog/if-youre-too-excited-dont-forget-to-verify/"></a>
1921  </article>
1922  <article class="post-entry"><figure class="entry-thumb">
1923      <img src="https://files.s-anand.net/images/2026-09-22-using-agents-to-take-exams-proctoring-report.avif" alt="" loading="lazy">
1924    </figure><header class="entry-header">
1925      <h2 class="entry-hint-parent">Using agents to answer exams
1926      </h2>
1927    </header>
1928    <div class="entry-content">
1929      <p>Our recruitment team asked me to review hiring questions for analysts and data scientists. These were on iMocha - a proctored assessment platform.
1930I logged in. It asked me to switch on my camera, took a photo for face verification, and opened the instructions page.
1931Agents can solve exams I told Codex CLI (running GPT 5.6 Luna Medium):
1932https://test.imocha.io/test/0/0/1 is open on the browser - CDP on localhost:9222
1933This is a practice test. Solve it. Log progress and results in notes.md.
1934...</p>
1935    </div>
1936    <footer class="entry-footer"><span class="post-meta-date"><time datetime="2026-09-23T10:53:03+08:00">Wed, <a href="/blog/2026/09/23/">23</a> <a href="/blog/2026/09/">Sep</a> <a href="/blog/2026/">2026</a></time></span>&nbsp;•&nbsp;<span class="post-meta-cats"><a href="/blog/category/llms/">LLMs</a>, <a href="/blog/category/education/">Education</a></span></footer>
1937    <a class="entry-link" aria-label="post link to Using agents to answer exams" href="/blog/using-agents-to-answer-exams/"></a>
1938  </article>
1939  <article class="post-entry"><figure class="entry-thumb">
1940      <img src="https://files.s-anand.net/images/2026-09-17-air-india-seat-back-phone-holder.avif" alt="" loading="lazy">
1941    </figure><header class="entry-header">
1942      <h2 class="entry-hint-parent">Watching videos with a phone holder
1943      </h2>
1944    </header>
1945    <div class="entry-content">
1946      <p>On Air India AI 2531 from Mumbai to Hyderabad, I saw something ingenious: the seat had a phone holder built in.
1947It stretches up and down, so it should fit a wide range of mobiles. Put your phone in, play a video, and you have your own in-flight screen. This flight didn’t have a screen, so this is a pretty good substitute.
1948Earlier this year, on flights from Singapore to Chennai, one passenger used a plastic cover to hang her phone from the tray table.
1949...</p>
1950    </div>
1951    <footer class="entry-footer"><span class="post-meta-date"><time datetime="2026-09-22T19:08:00+05:30">Tue, <a href="/blog/2026/09/22/">22</a> <a href="/blog/2026/09/">Sep</a> <a href="/blog/2026/">2026</a></time></span>&nbsp;•&nbsp;<span class="post-meta-cats"><a href="/blog/category/interesting-experiences/">Interesting experiences</a></span></footer>
1952    <a class="entry-link" aria-label="post link to Watching videos with a phone holder" href="/blog/watching-videos-with-a-phone-holder/"></a>
1953  </article>
1954  <article class="post-entry"><figure class="entry-thumb">
1955      <img src="https://files.s-anand.net/images/2026-09-20-slingshotting-from-singapore-to-timbuktu.avif" alt="" loading="lazy">
1956    </figure><header class="entry-header">
1957      <h2 class="entry-hint-parent">Slingshotting from Singapore to Timbuktu
1958      </h2>
1959    </header>
1960    <div class="entry-content">
1961      <p>My daughter and I planned a trip to Timbuktu. For good reasons. Mansa Musa, perhaps the richest person in history, ruled there. It’s right at the edge of the Sahara desert. Buildings are made of yellow bricks. And… well, think about telling your friends, “Oh, I just returned from Timbuktu.”
1962We ruled out flying. Flying is for losers.
1963It’s possible to walk but it’d take 3,800 hours (many months) from Singapore and require 15 visas - Malaysia, Thailand, Myanmar, Pakistan, Afghanistan, Iran, Iraq, Syria, Jordan, Israel, Egypt, Libya, Algeria, Niger, and Mali (many months).
1964...</p>
1965    </div>
1966    <footer class="entry-footer"><span class="post-meta-date"><time datetime="2026-09-20T22:08:58+05:30">Sun, <a href="/blog/2026/09/20/">20</a> <a href="/blog/2026/09/">Sep</a> <a href="/blog/2026/">2026</a></time></span>&nbsp;•&nbsp;<span class="post-meta-cats"><a href="/blog/category/funny/">Funny</a>, <a href="/blog/category/llms/">LLMs</a></span></footer>
1967    <a class="entry-link" aria-label="post link to Slingshotting from Singapore to Timbuktu" href="/blog/slingshotting-from-singapore-to-timbuktu/"></a>
1968  </article>
1969  <article class="post-entry"><header class="entry-header">
1970      <h2 class="entry-hint-parent">Things I Learned - 20 Sep 2026
1971      </h2>
1972    </header>
1973    <div class="entry-content">
1974      <p>This week, I learned:
1975cloudflared tunnel --url http://localhost:8000 now lets you create a quick tunnel - i.e. expose a port via a public URL, like ngrok. No account or login required. Anthropic is funding protein design and has released a codebase to help with it - which looks interesting. These proteins will be tested in Adaptyv’s automated lab. Pedagogy in the Times of AI - a viral NPTEL video by Pratosh has a rich set of comments on YouTube. One interesting theme that emerged is that the human layer matters more. Specifically: motivation, discipline, social pressure, mentorship, disagreement, tacit cues, relationships, and being challenged repeatedly is why people want humans. Claude Code now supports AGENTS.md natively, thanks to Claude Mods. AI seems to be beating humans at short-term superforecasting. And, this may be the worst it’ll ever be. What are the major open questions in interpretability right now? Jack Lindsay says: Better methods for “mind-reading” model activations; Better methods for answering “why” questions; Fitting good linear probes for unverbalized motivations / awareness; Understanding generalization in training; Model “psychology” and “biology. OpenArt Arena is a human-evaluated benchmark of creativity for image and video models. Seedance 2.5 is way ahead of Gemini Omni Flash #ForNow. Galleries and examples are really fast ways of style transfer. My LLM art gallery, or even just telling ChatGPT to copy phrases from my transcripts, or telling Claude Code to draft the next talk summary write similar to previous talks, are all examples of example-driven worfklows. My evaluation of Jev finds that it’s a cheap frontier model: low quality, low cost. Mot exceptional. Naveen’s benchmark also suggests the same. “Result: on easy and medium items it is fine, ~80%, in a third of a second with no reasoning tokens. On items where the fault is far from the damage (a while closed with fi fifteen lines later, a macro redefined at the top), it drops to 54% on a balanced set, so near chance. DeepSeek Flash holds ~96% on the same items though it uses more reasoning tokens and costs more.” Jev might also be more reproducible and helpful in Jev &#43; LLM composite workflows. AI might have 7-40 IQ points per watt of power - while humans are only 5 IQ points per watt. AI might already be more efficiently intelligent than humans. Mistakes I made Week ending 20 Sep 2026
1976...</p>
1977    </div>
1978    <footer class="entry-footer"><span class="post-meta-date"><time datetime="2026-09-20T00:00:00Z">Sun, <a href="/blog/2026/09/20/">20</a> <a href="/blog/2026/09/">Sep</a> <a href="/blog/2026/">2026</a></time></span>&nbsp;•&nbsp;<span class="post-meta-cats"><a href="/blog/category/things-i-learned/">Things I learned</a></span></footer>
1979    <a class="entry-link" aria-label="post link to Things I Learned - 20 Sep 2026" href="/blog/things-i-learned-20-sep-2026/"></a>
1980  </article>
1981  <article class="post-entry"><figure class="entry-thumb">
1982      <img src="https://talks.s-anand.net/2026-09-19-shree-niketan-schools/comic-story.avif" alt="" loading="lazy">
1983    </figure><header class="entry-header">
1984      <h2 class="entry-hint-parent">Even the AI Guy Couldn&#39;t Find the Chat Button
1985      </h2>
1986    </header>
1987    <div class="entry-content">
1988      <p>I conducted a session on Sat, 19 Sep 2026 at Shree Niketan Schools — Teachers’ AI Q&amp;A - Shree Niketan Schools, Chennai / Zoom.
1989Speakers: Anant Mani, Harish Srinivasan
1990Summary: Treat AI as a collaborator, not a vending machine: ask it to interview you before it builds a lesson plan, log what actually happens after you use its output, and benchmark any fix before trusting it.
1991Here’s the link to the session
1992...</p>
1993    </div>
1994    <footer class="entry-footer"><span class="post-meta-date"><time datetime="2026-09-19T14:00:00+05:30">Sat, <a href="/blog/2026/09/19/">19</a> <a href="/blog/2026/09/">Sep</a> <a href="/blog/2026/">2026</a></time></span>&nbsp;•&nbsp;<span class="post-meta-cats"><a href="/blog/category/talks/">Talks</a>, <a href="/blog/category/education/">Education</a>, <a href="/blog/category/llms/">LLMs</a></span></footer>
1995    <a class="entry-link" aria-label="post link to Even the AI Guy Couldn&#39;t Find the Chat Button" href="/blog/even-the-ai-guy-couldnt-find-the-chat-button/"></a>
1996  </article>
1997  <article class="post-entry"><figure class="entry-thumb">
1998      <img src="https://files.s-anand.net/images/2026-09-18-jev-is-low-frontier-not-pareto-optimal.avif" alt="" loading="lazy">
1999    </figure><header class="entry-header">
2000      <h2 class="entry-hint-parent">Jev is low-frontier not pareto optimal
2001      </h2>
2002    </header>
2003    <div class="entry-content">
2004      <p>I heard a lot about Jev - a new kind of model from TypeSafe. It’s available on OpenRouter.
2005It’s quite low-cost: Input = 4.2c / MTok, Output = free.
2006It only classifies or scores. It doesn’t generate text. So that’s useful for classification, fact-checking, evaluations, etc.
2007I evaluated Jev on 77 data points from BANKING77 and tested Jev against other models. Summary:
2008Yes, it’s cheap (7c per 1,000 classifications), but not much cheaper than DeepSeek V4.1 Flash (8c) or GPT 5.6 Luna (12c). It’s not that accurate (75%) compared with DeepSeek V4.1 Flash (79%) or GPT 5.6 Luna (83%). ...</p>
2009    </div>
2010    <footer class="entry-footer"><span class="post-meta-date"><time datetime="2026-09-18T09:25:29+05:30">Fri, <a href="/blog/2026/09/18/">18</a> <a href="/blog/2026/09/">Sep</a> <a href="/blog/2026/">2026</a></time></span>&nbsp;•&nbsp;<span class="post-meta-cats"><a href="/blog/category/llms/">LLMs</a></span></footer>
2011    <a class="entry-link" aria-label="post link to Jev is low-frontier not pareto optimal" href="/blog/jev-is-low-frontier-not-pareto-optimal/"></a>
2012  </article>
2013  <article class="post-entry"><figure class="entry-thumb">
2014      <img src="https://files.s-anand.net/images/2026-09-17-india-fast-track-immigration-pdfs.avif" alt="" loading="lazy">
2015    </figure><header class="entry-header">
2016      <h2 class="entry-hint-parent">India Fast Track Immigration PDFs
2017      </h2>
2018    </header>
2019    <div class="entry-content">
2020      <p>For over a year, now, I’ve been trying to enroll myself into the Indian Fast Track Immigration biometric system. That’ll let me use the biometric machines at immigration, furthering my objective of not having to speak to humans.
2021Aside: The only two airports where I can go end-to-end without speaking to people are Singapore and Hyderabad (for the domestic flights). Bangalore and Chennai come close in the recent past. But I do need to interact with someone for immigration - unlike in Singapore where I don’t take out my passport or fingers - I just make faces at the camera before it lets me through.
2022...</p>
2023    </div>
2024    <footer class="entry-footer"><span class="post-meta-date"><time datetime="2026-09-17T09:21:43+01:00">Thu, <a href="/blog/2026/09/17/">17</a> <a href="/blog/2026/09/">Sep</a> <a href="/blog/2026/">2026</a></time></span>&nbsp;•&nbsp;<span class="post-meta-cats"><a href="/blog/category/interesting-experiences/">Interesting experiences</a></span></footer>
2025    <a class="entry-link" aria-label="post link to India Fast Track Immigration PDFs" href="/blog/india-fast-track-immigration-pdfs/"></a>
2026  </article>
2027  <article class="post-entry"><header class="entry-header">
2028      <h2 class="entry-hint-parent">Tabulate plant images
2029      </h2>
2030    </header>
2031    <div class="entry-content">
2032      <p>It was interesting to see how weak a model Claude 4.5 Haiku is, compared with other frontier models, even inside a good harness like Claude Code.
2033I asked it to: Create a copy the doc and add a table under each of the images - with a scientific name, local name - in italics, and any interesting stuff about the plant..
2034Here’s the chat which roughly went:
2035Claude: Done! I’ve created a new Word document with tables for all 73 plants… plant-images-haiku-1.docx Me: I can’t see the local names in the output. Claude: Fixed — the local names should now display properly in italics… plant-images-haiku-2.docx Me: The local names aren’t in italics. Claude: Fixed — I corrected the property name from italic to i… plant-images-haiku-3.docx Me: It’s still not in italics. Double-check. Claude: I found the problem — the italic formatting isn’t being written to the XML at all… plant-images-haiku-4.docx … and the fourth attempt got it right.
2036...</p>
2037    </div>
2038    <footer class="entry-footer"><span class="post-meta-date"><time datetime="2026-09-16T13:29:17+01:00">Wed, <a href="/blog/2026/09/16/">16</a> <a href="/blog/2026/09/">Sep</a> <a href="/blog/2026/">2026</a></time></span>&nbsp;•&nbsp;<span class="post-meta-cats"><a href="/blog/category/llms/">LLMs</a></span></footer>
2039    <a class="entry-link" aria-label="post link to Tabulate plant images" href="/blog/tabulate-plant-images/"></a>
2040  </article>
2041  <article class="post-entry"><figure class="entry-thumb">
2042      <img src="https://files.s-anand.net/images/2026-09-13-learning-in-a-podcast-interview.avif" alt="" loading="lazy">
2043    </figure><header class="entry-header">
2044      <h2 class="entry-hint-parent">Learning in a Podcast Interview
2045      </h2>
2046    </header>
2047    <div class="entry-content">
2048      <p>Priya Dialani interviewed me for a podcast. Here’s the rough summary:
2049What do you and Straive do? Straive builds AI and runs AI. I poke at LLMs to learn what they cannot do. My friend calls me an “LLM Psychopath”. Why do AI pilots get stuck before production? AI speeds up coding, but less of testing. Making sure it works can take months. Why organize enterprise knowledge? Better organized info is good for humans and agents. Duh! Can AI organize it? Yes! I’ve had it create one-line summaries of 10K&#43; docs on Straive Google Drive for easier searching. How can India’s GCCs benefit from AI? Put AI lovers next to business teams and give them AI agent access. They’ll solve asked and unasked problems. How does AI fail? Unanticipated things happen in production. So, have agents monitor failures and revise the process. How is AI software different? Normal software fails reproducibly. AI fails in new ways we haven’t fully understood. Where should a company start with AI? Skip AI strategy. Give people agent access, have them try it, and share what they learned. What if people don’t know what to try? Ask AI. “How could you improve my work?” Even rubbish ideas waste only 5 minutes. How much should we experiment? A lot! Generation is cheap. Ask for 10 options, not one. Who cares even if all 10 fail? But what happened outside of the interview was just as interesting.
2050...</p>
2051    </div>
2052    <footer class="entry-footer"><span class="post-meta-date"><time datetime="2026-09-13T09:07:30+08:00">Sun, <a href="/blog/2026/09/13/">13</a> <a href="/blog/2026/09/">Sep</a> <a href="/blog/2026/">2026</a></time></span>&nbsp;•&nbsp;<span class="post-meta-cats"><a href="/blog/category/how-i-do-things/">How I do things</a>, <a href="/blog/category/talks/">Talks</a></span></footer>
2053    <a class="entry-link" aria-label="post link to Learning in a Podcast Interview" href="/blog/learning-in-a-podcast-interview/"></a>
2054  </article>
2055</div>
2056
2057<p><a href="/blog/">Read Full Blog »</a></p>
2058
2059
2060  </div>
2061
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2064</article>
2065    </main>
2066    
2067<footer class="footer">
2068    <div class="footer-columns"><details class="footer-section" id="footer-categories" open>
2069            <summary>Categories</summary>
2070            <ul>
2071                <li><a href="/blog/category/links/"><span class="nav-name">Links</span><span class="nav-count">1793</span></a></li>
2072                <li><a href="/blog/category/llms/"><span class="nav-name">LLMs</span><span class="nav-count">308</span></a></li>
2073                <li><a href="/blog/category/how-i-do-things/"><span class="nav-name">How I do things</span><span class="nav-count">197</span></a></li>
2074                <li><a href="/blog/category/things-i-learned/"><span class="nav-name">Things I learned</span><span class="nav-count">149</span></a></li>
2075                <li><a href="/blog/category/coding/"><span class="nav-name">Coding</span><span class="nav-count">135</span></a></li>
2076                <li><a href="/blog/category/linkedin/"><span class="nav-name">Linkedin</span><span class="nav-count">132</span></a></li>
2077                <li><a href="/blog/category/my-best-links/"><span class="nav-name">My best links</span><span class="nav-count">69</span></a></li>
2078                <li><a href="/blog/category/talks/"><span class="nav-name">Talks</span><span class="nav-count">68</span></a></li>
2079                <li><a href="/blog/category/education/"><span class="nav-name">Education</span><span class="nav-count">59</span></a></li>
2080                <li><a href="/blog/category/funny/"><span class="nav-name">Funny</span><span class="nav-count">59</span></a></li>
2081                <li><a href="/blog/category/visualisation/"><span class="nav-name">Visualisation</span><span class="nav-count">44</span></a></li>
2082                <li><a href="/blog/category/data/"><span class="nav-name">Data</span><span class="nav-count">43</span></a></li>
2083                <li><a href="/blog/category/business-realities/"><span class="nav-name">Business realities</span><span class="nav-count">41</span></a></li>
2084                <li><a href="/blog/category/quizzes/"><span class="nav-name">Quizzes</span><span class="nav-count">41</span></a></li>
2085                <li><a href="/blog/category/tools/"><span class="nav-name">Tools</span><span class="nav-count">34</span></a></li>
2086                <li><a href="/blog/category/london-2000/"><span class="nav-name">London 2000</span><span class="nav-count">29</span></a></li>
2087                <li><a href="/blog/category/top-10-lists/"><span class="nav-name">Top 10 lists</span><span class="nav-count">29</span></a></li>
2088                <li><a href="/blog/category/london-2005/"><span class="nav-name">London 2005</span><span class="nav-count">27</span></a></li>
2089                <li><a href="/blog/category/excel-tips/"><span class="nav-name">Excel tips</span><span class="nav-count">25</span></a></li>
2090                <li><a href="/blog/category/games/"><span class="nav-name">Games</span><span class="nav-count">24</span></a></li>
2091                <li><a href="/blog/category/interesting-experiences/"><span class="nav-name">Interesting experiences</span><span class="nav-count">22</span></a></li>
2092                <li><a href="/blog/category/mumbai/"><span class="nav-name">Mumbai</span><span class="nav-count">20</span></a></li>
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2096                <li><a href="/blog/category/interviews/"><span class="nav-name">Interviews</span><span class="nav-count">9</span></a></li>
2097                <li><a href="/blog/category/data-visualization/"><span class="nav-name">Data-Visualization</span><span class="nav-count">6</span></a></li>
2098                <li><a href="/blog/category/open-source/"><span class="nav-name">Open source</span><span class="nav-count">6</span></a></li>
2099                <li><a href="/blog/category/simple-explanations/"><span class="nav-name">Simple explanations</span><span class="nav-count">6</span></a></li>
2100                <li><a href="/blog/category/visualization/"><span class="nav-name">Visualization</span><span class="nav-count">6</span></a></li>
2101                <li><a href="/blog/category/bangalore/"><span class="nav-name">Bangalore</span><span class="nav-count">5</span></a></li>
2102                <li><a href="/blog/category/diary/"><span class="nav-name">Diary</span><span class="nav-count">3</span></a></li>
2103                <li><a href="/blog/category/llms-llms-linkedin/"><span class="nav-name">Llms - Llms - Linkedin</span><span class="nav-count">1</span></a></li>
2104            </ul>
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2106        <details class="footer-section" id="footer-archives" open>
2107            <summary>Archives</summary>
2108            <ul><li><a href="/blog/2026/09/"><span class="nav-name">Sep 2026</span><span class="nav-count">15</span></a></li><li><a href="/blog/2026/08/"><span class="nav-name">Aug 2026</span><span class="nav-count">29</span></a></li><li><a href="/blog/2026/07/"><span class="nav-name">Jul 2026</span><span class="nav-count">17</span></a></li><li><a href="/blog/2026/06/"><span class="nav-name">Jun 2026</span><span class="nav-count">34</span></a></li><li><a href="/blog/2026/05/"><span class="nav-name">May 2026</span><span class="nav-count">27</span></a></li><li><a href="/blog/2026/04/"><span class="nav-name">Apr 2026</span><span class="nav-count">25</span></a></li><li><a href="/blog/2026/03/"><span class="nav-name">Mar 2026</span><span class="nav-count">50</span></a></li><li><a href="/blog/2026/02/"><span class="nav-name">Feb 2026</span><span class="nav-count">33</span></a></li><li><a href="/blog/2026/01/"><span class="nav-name">Jan 2026</span><span class="nav-count">39</span></a></li>
2109                    <li><a href="/blog/2025/"><span class="nav-name">2025</span><span class="nav-count">224</span></a></li>
2110                    <li><a href="/blog/2024/"><span class="nav-name">2024</span><span class="nav-count">124</span></a></li>
2111                    <li><a href="/blog/2023/"><span class="nav-name">2023</span><span class="nav-count">24</span></a></li>
2112                    <li><a href="/blog/2022/"><span class="nav-name">2022</span><span class="nav-count">21</span></a></li>
2113                    <li><a href="/blog/2021/"><span class="nav-name">2021</span><span class="nav-count">37</span></a></li>
2114                    <li><a href="/blog/2020/"><span class="nav-name">2020</span><span class="nav-count">11</span></a></li>
2115                    <li><a href="/blog/2019/"><span class="nav-name">2019</span><span class="nav-count">3</span></a></li>
2116                    <li><a href="/blog/2018/"><span class="nav-name">2018</span><span class="nav-count">1</span></a></li>
2117                    <li><a href="/blog/2016/"><span class="nav-name">2016</span><span class="nav-count">1</span></a></li>
2118                    <li><a href="/blog/2015/"><span class="nav-name">2015</span><span class="nav-count">2</span></a></li>
2119                    <li><a href="/blog/2014/"><span class="nav-name">2014</span><span class="nav-count">8</span></a></li>
2120                    <li><a href="/blog/2013/"><span class="nav-name">2013</span><span class="nav-count">8</span></a></li>
2121                    <li><a href="/blog/2012/"><span class="nav-name">2012</span><span class="nav-count">20</span></a></li>
2122                    <li><a href="/blog/2011/"><span class="nav-name">2011</span><span class="nav-count">22</span></a></li>
2123                    <li><a href="/blog/2010/"><span class="nav-name">2010</span><span class="nav-count">35</span></a></li>
2124                    <li><a href="/blog/2009/"><span class="nav-name">
21242009</span><span class="nav-count">26</span></a></li>
2125                    <li><a href="/blog/2008/"><span class="nav-name">2008</span><span class="nav-count">42</span></a></li>
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2127                    <li><a href="/blog/2006/"><span class="nav-name">2006</span><span class="nav-count">302</span></a></li>
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2129                    <li><a href="/blog/2004/"><span class="nav-name">2004</span><span class="nav-count">84</span></a></li>
2130                    <li><a href="/blog/2003/"><span class="nav-name">2003</span><span class="nav-count">115</span></a></li>
2131                    <li><a href="/blog/2002/"><span class="nav-name">2002</span><span class="nav-count">517</span></a></li>
2132                    <li><a href="/blog/2001/"><span class="nav-name">2001</span><span class="nav-count">495</span></a></li>
2133                    <li><a href="/blog/2000/"><span class="nav-name">2000</span><span class="nav-count">175</span></a></li>
2134                    <li><a href="/blog/1999/"><span class="nav-name">1999</span><span class="nav-count">10</span></a></li>
2135                    <li><a href="/blog/0001/"><span class="nav-name">0001</span><span class="nav-count">1</span></a></li>
2136            </ul>
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2138        <details class="footer-section" id="footer-tags" open>
2139            <summary>Tags</summary>
2140            <ul>
2141                <li><a href="/blog/tag/llms/"><span class="nav-name">llms</span><span class="nav-count">124</span></a></li>
2142                <li><a href="/blog/tag/india/"><span class="nav-name">india</span><span class="nav-count">117</span></a></li>
2143                <li><a href="/blog/tag/data-visualization/"><span class="nav-name">data-visualization</span><span class="nav-count">100</span></a></li>
2144                <li><a href="/blog/tag/internet-history/"><span class="nav-name">internet-history</span><span class="nav-count">96</span></a></li>
2145                <li><a href="/blog/tag/google/"><span class="nav-name">google</span><span class="nav-count">90</span></a></li>
2146                <li><a href="/blog/tag/search-engines/"><span class="nav-name">search-engines</span><span class="nav-count">90</span></a></li>
2147                <li><a href="/blog/tag/productivity/"><span class="nav-name">productivity</span><span class="nav-count">77</span></a></li>
2148                <li><a href="/blog/tag/prompt-engineering/"><span class="nav-name">prompt-engineering</span><span class="nav-count">71</span></a></li>
2149                <li><a href="/blog/tag/ai-agents/"><span class="nav-name">ai-agents</span><span class="nav-count">67</span></a></li>
2150                <li><a href="/blog/tag/humor/"><span class="nav-name">humor</span><span class="nav-count">63</span></a></li>
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2152                <li><a href="/blog/tag/microsoft/"><span class="nav-name">microsoft</span><span class="nav-count">56</span></a></li>
2153                <li><a href="/blog/tag/blogging/"><span class="nav-name">blogging</span><span class="nav-count">51</span></a></li>
2154                <li><a href="/blog/tag/2002/"><span class="nav-name">2002</span><span class="nav-count">49</span></a></li>
2155                <li><a href="/blog/tag/chatgpt/"><span class="nav-name">chatgpt</span><span class="nav-count">49</span></a></li>
2156                <li><a href="/blog/tag/data-analysis/"><span class="nav-name">data-analysis</span><span class="nav-count">46</span></a></li>
2157                <li><a href="/blog/tag/open-source/"><span class="nav-name">open-source</span><span class="nav-count">43</span></a></li>
2158                <li><a href="/blog/tag/education/"><span class="nav-name">education</span><span class="nav-count">41</span></a></li>
2159                <li><a href="/blog/tag/web-development/"><span class="nav-name">web-development</span><span class="nav-count">40</span></a></li>
2160                <li><a href="/blog/tag/excel/"><span class="nav-name">excel</span><span class="nav-count">39</span></a></li>
2161                <li><a href="/blog/tag/calvin-and-hobbes/"><span class="nav-name">calvin-and-hobbes</span><span class="nav-count">38</span></a></li>
2162                <li><a href="/blog/tag/javascript/"><span class="nav-name">javascript</span><span class="nav-count">38</span></a></li>
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2164                <li><a href="/blog/tag/linkedin/"><span class="nav-name">linkedin</span><span class="nav-count">36</span></a></li>
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2167        <details class="footer-section" id="footer-pages" open>
2168            <summary>Pages</summary>
2169            <ul>
2170                    <li><a href="/blog/about-me/"><span class="nav-name">About me</span></a></li>
2171                    <li><a href="/blog/ai-advice/"><span class="nav-name">AI Advice</span></a></li>
2172                    <li><a href="/blog/ai-experiments/"><span class="nav-name">AI Experiments</span></a></li>
2173                    <li><a href="/blog/bets-and-pranks/"><span class="nav-name">
2173Bets and pranks</span></a></li>
2174                    <li><a href="/blog/book-notes/"><span class="nav-name">Book notes</span></a></li>
2175                    <li><a href="/blog/career-advice/"><span class="nav-name">Career Advice</span></a></li>
2176                    <li><a href="/blog/digital-exhaust/"><span class="nav-name">Digital Exhaust</span></a></li>
2177                    <li><a href="/blog/guestbook/"><span class="nav-name">Guestbook</span></a></li>
2178                    <li><a href="/blog/lists/"><span class="nav-name">Lists</span></a></li>
2179                    <li><a href="/blog/mistakes-i-made/"><span class="nav-name">Mistakes I made</span></a></li>
2180                    <li><a href="/blog/notes/"><span class="nav-name">Notes</span></a></li>
2181                    <li><a href="/blog/prompts/"><span class="nav-name">Prompts</span></a></li>
2182                    <li><a href="/blog/questions/"><span class="nav-name">Questions</span></a></li>
2183                    <li><a href="/blog/questions-i-am-asked/"><span class="nav-name">Questions I am asked</span></a></li>
2184                    <li><a href="/blog/quotes/"><span class="nav-name">Quotes</span></a></li>
2185                    <li><a href="/blog/search/"><span class="nav-name">Search</span></a></li>
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2187                    <li><a href="/blog/time/"><span class="nav-name">Time Management</span></a></li>
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