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105<script type="application/ld+json"> 106{ 107 "@context": "https://schema.org", 108 "@type": "BlogPosting", 109 "headline": "S Anand", 110 "name": "S Anand", 111 "description":"LLM Psychologist at Straive, TDS faculty at IIT Madras, Gramener Co-founder. AI \u0026amp; Data Viz.", 112 "keywords": [ 113 "gramener", "iit-madras", "iim-bangalore", "bcg", "data-science", "consulting" 114 ], 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 âCategoriesâ 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. Hereâs the link to the session Links: Transcript Audio (60 min) Thu, 24 Sep 2026 â¢Â 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 â¢Â 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 didnât 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 â¢Â 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. Itâs right at the edge of the Sahara desert. Buildings are made of yellow bricks. And⦠well, think about telling your friends, âOh, I just returned from Timbuktu.â We ruled out flying. Flying is for losers. Itâs possible to walk but itâd 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 â¢Â 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 Adaptyvâs 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 itâll ever be. What are the major open questions in interpretability right now? Jack Lindsay says: Better methods for âmind-readingâ model activations; Better methods for answering âwhyâ questions; Fitting good linear probes for unverbalized motivations / awareness; Understanding generalization in training; Model âpsychologyâ and âbiology. 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 itâs a cheap frontier model: low quality, low cost. Mot exceptional. Naveenâs benchmark also suggests the same. âResult: 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.â 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 â¢Â 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 â Teachersâ 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. Hereâs the link to the session ...\nSat, 19 Sep 2026 â¢Â Talks, Education, LLMs Jev is low-frontier not pareto optimal I heard a lot about Jev - a new kind of model from TypeSafe. Itâs available on OpenRouter. Itâs quite low-cost: Input = 4.2c / MTok, Output = free. It only classifies or scores. It doesnât generate text. So thatâs useful for classification, fact-checking, evaluations, etc. I evaluated Jev on 77 data points from BANKING77 and tested Jev against other models. Summary: Yes, itâs cheap (7c per 1,000 classifications), but not much cheaper than DeepSeek V4.1 Flash (8c) or GPT 5.6 Luna (12c). Itâs not that accurate (75%) compared with DeepSeek V4.1 Flash (79%) or GPT 5.6 Luna (83%). ...\nFri, 18 Sep 2026 â¢Â LLMs India Fast Track Immigration PDFs For over a year, now, Iâve been trying to enroll myself into the Indian Fast Track Immigration biometric system. Thatâll 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 donât take out my passport or fingers - I just make faces at the camera before it lets me through. ...\nThu, 17 Sep 2026 â¢Â 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.. Hereâs the chat which roughly went: Claude: Done! Iâve created a new Word document with tables for all 73 plants⦠plant-images-haiku-1.docx Me: I canât see the local names in the output. Claude: Fixed â the local names should now display properly in italics⦠plant-images-haiku-2.docx Me: The local names arenât in italics. Claude: Fixed â I corrected the property name from italic to i⦠plant-images-haiku-3.docx Me: Itâs still not in italics. Double-check. Claude: I found the problem â the italic formatting isnât being written to the XML at all⦠plant-images-haiku-4.docx ⦠and the fourth attempt got it right. ...\nWed, 16 Sep 2026 â¢Â LLMs Learning in a Podcast Interview Priya Dialani interviewed me for a podcast. Hereâs 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 âLLM Psychopathâ. 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! Iâve had it create one-line summaries of 10K+ docs on Straive Google Drive for easier searching. How can Indiaâs GCCs benefit from AI? Put AI lovers next to business teams and give them AI agent access. Theyâll 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 havenât 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 donât know what to try? Ask AI. âHow could you improve my work?â 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 â¢Â How I do things, Talks Read Full Blog »\n", 116 "wordCount" : "1658", 117 "inLanguage": "en", 118 "datePublished": "0001-01-01T00:00:00Z", 119 "dateModified": "0001-01-01T00:00:00Z", 120 "author":{ 121 "@type": "Person", 122 "name": {"dateformat":"2006-01-02","defaulttheme":"light","disablethemetoggle":false,"email":"","mainsections":["posts"],"name":"S Anand","showbreadcrumbs":false,"showcodecopybuttons":true,"showpostnavlinks":true,"showreadingtime":false,"showsharebuttons":false,"showwordcount":false} 123 }, 124 "mainEntityOfPage": { 125 "@type": "WebPage", 126 "@id": "/blog/s-anand/" 127 }, 128 "publisher": { 129 "@type": "Organization", 130 "name": "S Anand", 131 "logo": { 132 "@type": "ImageObject", 133 "url": "/blog/assets/favicon.svg" 134 } 135 } 136} 137</script>
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137 138 139</head> 140<body id="top"> 141 <header class="header"> 142 <nav class="nav"> 143 <div class="logo"><a href="https://www.s-anand.net/" accesskey="h" title="S Anand (Alt + H)">S Anand</a> 144 <div class="logo-switches"> 145 <button id="theme-toggle" accesskey="t" title="(Alt + T)" aria-label="Toggle theme"> 146 <svg id="moon" xmlns="http://www.w3.org/2000/svg" width="24" height="18" viewBox="0 0 24 24" 147 fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" 148 stroke-linejoin="round"> 149 <path d="M21 12.79A9 9 0 1 1 11.21 3 7 7 0 0 0 21 12.79z"></path> 150 </svg> 151 <svg id="sun" xmlns="http://www.w3.org/2000/svg" width="24" height="18" viewBox="0 0 24 24" 152 fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" 153 stroke-linejoin="round"> 154 <circle cx="12" cy="12" r="5"></circle> 155 <line x1="12" y1="1" x2="12" y2="3"></line> 156 <line x1="12" y1="21" x2="12" y2="23"></line> 157 <line x1="4.22" y1="4.22" x2="5.64" y2="5.64"></line> 158 <line x1="18.36" y1="18.36" x2="19.78" y2="19.78"></line> 159 <line x1="1" y1="12" x2="3" y2="12"></line> 160 <line x1="21" y1="12" x2="23" y2="12"></line> 161 <line x1="4.22" y1="19.78" x2="5.64" y2="18.36"></line> 162 <line x1="18.36" y1="5.64" x2="19.78" y2="4.22"></line> 163 </svg> 164 </button> 165 </div> 166 </div> 167 <ul id="menu"> 168 <li> 169 <a href="/blog/search/" title="Search (Alt + /)" accesskey=/> 170 <span>Search</span> 171 </a> 172 </li> 173 </ul> 174 </nav> 175</header> 176<main class="main"> 177 178<article class="post-single"> 179 <header class="post-header"> 180 181 <h1 class="post-title entry-hint-parent" data-pagefind-body data-pagefind-meta="title"> 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 & 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> ⢠<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 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 “Categories” 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><head></code>. This is a CC0 (no copyright) archive; reuse welcome.</p> 208<p><strong>RECENT POSTS</strong></p> 209<div class="post-calendar"> 210 <div class="calendar-wrapper"> 211 <div class="calendar-graph"> 212 <div class="calendar-months"><div class="calendar-month" style="grid-column: 2;">Oct</div><div class="calendar-month" style="grid-column: 6;">Nov</div><div class="calendar-month" style="grid-column: 11;">Dec</div><div class="calendar-month" style="grid-column: 15;">Jan</div><div class="calendar-month" style="grid-column: 19;">Feb</div><div class="calendar-month" style="grid-column: 23;">Mar</div><div class="calendar-month" style="grid-column: 28;">Apr</div><div class="calendar-month" style="grid-column: 32;">May</div><div class="calendar-month" style="grid-column: 37;">Jun</div><div class="calendar-month" style="grid-column: 41;">Jul</div><div class="calendar-month" style="grid-column: 45;">Aug</div><div class="calendar-month" style="grid-column: 50;">Sep</div></div> 213 214 <div 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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" 1747 title="No posts on Aug 26, 2026"> 1748 </div><div class="calendar-day level-0" 1749 data-date="2026-08-27" 1750 data-count="0" 1751 title="No posts on Aug 27, 2026"> 1752 </div><a href="/blog/2026/08/28/" class="calendar-day level-1" 1753 data-date="2026-08-28" 1754 data-count="1" 1755 title="1 post on Aug 28, 2026" 1756 aria-label="1 post on Aug 28, 2026"> 1757 </a><div class="calendar-day level-0" 1758 data-date="2026-08-29" 1759 data-count="0" 1760 title="No posts on Aug 29, 2026"> 1761 </div><a href="/blog/2026/08/30/" class="calendar-day level-2" 1762 data-date="2026-08-30" 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" 1770 aria-label="1 post on Aug 31, 2026"> 1771 </a><div class="calendar-day level-0" 1772 data-date="2026-09-01" 1773 data-count="0" 1774 title="No posts on Sep 1, 2026"> 1775 </div><div class="calendar-day level-0" 1776 data-date="2026-09-02" 1777 data-count="0" 1778 title="No posts on Sep 2, 2026"> 1779 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data-count="1" 1808 title="1 post on Sep 9, 2026" 1809 aria-label="1 post on Sep 9, 2026"> 1810 </a><div class="calendar-day level-0" 1811 data-date="2026-09-10" 1812 data-count="0" 1813 title="No posts on Sep 10, 2026"> 1814 </div><a href="/blog/2026/09/11/" class="calendar-day level-1" 1815 data-date="2026-09-11" 1816 data-count="1" 1817 title="1 post on Sep 11, 2026" 1818 aria-label="1 post on Sep 11, 2026"> 1819 </a><div class="calendar-day level-0" 1820 data-date="2026-09-12" 1821 data-count="0" 1822 title="No posts on Sep 12, 2026"> 1823 </div><a href="/blog/2026/09/13/" class="calendar-day level-2" 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"> 1828 </a><div class="calendar-day level-0" 1829 data-date="2026-09-14" 1830 data-count="0" 1831 title="No posts on Sep 14, 2026"> 1832 </div><div class="calendar-day level-0" 1833 data-date="2026-09-15" 1834 data-count="0" 1835 title="No posts on Sep 15, 2026"> 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" 1854 title="1 post on Sep 19, 2026" 1855 aria-label="1 post on Sep 19, 2026"> 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" 1860 aria-label="2 posts on Sep 20, 2026"> 1861 </a><div class="calendar-day level-0" 1862 data-date="2026-09-21" 1863 data-count="0" 1864 title="No posts on Sep 21, 2026"> 1865 </div><a href="/blog/2026/09/22/" class="calendar-day level-1" 1866 data-date="2026-09-22" 1867 data-count="1" 1868 title="1 post on Sep 22, 2026" 1869 aria-label="1 post on Sep 22, 2026"> 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" 1874 aria-label="1 post on Sep 23, 2026"> 1875 </a><a href="/blog/2026/09/24/" class="calendar-day level-1" 1876 data-date="2026-09-24" 1877 data-count="1" 1878 title="1 post on Sep 24, 2026" 1879 aria-label="1 post on Sep 24, 2026"> 1880 </a><div class="calendar-day level-0" 1881 data-date="2026-09-25" 1882 data-count="0" 1883 title="No posts on Sep 25, 2026"> 1884 </div><div class="calendar-day level-0" 1885 data-date="2026-09-26" 1886 data-count="0" 1887 title="No posts on Sep 26, 2026"> 1888 </div></div> 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> 1896 <div class="legend-day level-1"></div> 1897 <div class="legend-day level-2"></div> 1898 <div class="legend-day level-3"></div> 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're Too Excited, Don'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 & #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. 1915Hereâs 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> ⢠<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're Too Excited, Don'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> ⢠<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 didnât 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> ⢠<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. Itâs right at the edge of the Sahara desert. Buildings are made of yellow bricks. And⦠well, think about telling your friends, âOh, I just returned from Timbuktu.â 1962We ruled out flying. Flying is for losers. 1963Itâs possible to walk but itâd 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> ⢠<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 Adaptyvâs 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 itâll ever be. What are the major open questions in interpretability right now? Jack Lindsay says: Better methods for âmind-readingâ model activations; Better methods for answering âwhyâ questions; Fitting good linear probes for unverbalized motivations / awareness; Understanding generalization in training; Model âpsychologyâ and âbiology. 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 itâs a cheap frontier model: low quality, low cost. Mot exceptional. Naveenâs benchmark also suggests the same. âResult: 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.â 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 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> ⢠<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'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 â Teachersâ AI Q&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. 1991Hereâs 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> ⢠<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'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. Itâs available on OpenRouter. 2005Itâs quite low-cost: Input = 4.2c / MTok, Output = free. 2006It only classifies or scores. It doesnât generate text. So thatâs useful for classification, fact-checking, evaluations, etc. 2007I evaluated Jev on 77 data points from BANKING77 and tested Jev against other models. Summary: 2008Yes, itâs cheap (7c per 1,000 classifications), but not much cheaper than DeepSeek V4.1 Flash (8c) or GPT 5.6 Luna (12c). Itâs 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> ⢠<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, Iâve been trying to enroll myself into the Indian Fast Track Immigration biometric system. Thatâll 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 donât 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> ⢠<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.. 2034Hereâs the chat which roughly went: 2035Claude: Done! Iâve created a new Word document with tables for all 73 plants⦠plant-images-haiku-1.docx Me: I canât see the local names in the output. Claude: Fixed â the local names should now display properly in italics⦠plant-images-haiku-2.docx Me: The local names arenât in italics. Claude: Fixed â I corrected the property name from italic to i⦠plant-images-haiku-3.docx Me: Itâs still not in italics. Double-check. Claude: I found the problem â the italic formatting isnât 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> ⢠<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. Hereâs 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 âLLM Psychopathâ. 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! Iâve had it create one-line summaries of 10K+ docs on Straive Google Drive for easier searching. How can Indiaâs GCCs benefit from AI? Put AI lovers next to business teams and give them AI agent access. Theyâll 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 havenât 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 donât know what to try? Ask AI. âHow could you improve my work?â 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> ⢠<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 2062 <footer class="post-footer"> 2063 </footer> 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> 2093 <li><a href="/blog/category/classical-ilayaraja/"><span class="nav-name">Classical Ilayaraja</span><span class="nav-count">15</span></a></li> 2094 <li>
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