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207Service Offerings</a> 208<ul> 209<li><a href="https://win-vector.com/consulting/">Consulting</a></li> 210<li><a href="https://win-vector.com/training-overview/">Training Overview</a></li> 211<li><a href="https://win-vector.com/use-cases/">Use Cases</a></li> 212</ul> 213</li> 214<li><a href="https://win-vector.com/talks-and-presentations/">Talks and Presentations</a></li> 215<li><a href="https://win-vector.com/contact/">Contact</a></li> 216</ul> 217</div> 218 </div></section> 219 <section id="recent-posts-3" class="widget widget_recent_entries"><div class="widget-wrap"> 220 <h3 class="widgettitle">Recent Posts</h3> 221 <ul> 222 <li> 223 <a href="https://win-vector.com/2026/08/28/how-to-critically-read-llm-texts-video/">How to Critically Read LLM Texts [Video]</a> 224 </li> 225 <li> 226 <a href="https://win-vector.com/2026/08/24/a-simplified-mental-model-of-llms/">A Simplified Mental Model of LLMs</a> 227 </li> 228 <li> 229 <a href="https://win-vector.com/2026/08/10/expected-log-return-as-a-risk-control/">Expected Log-Return as a Risk Control</a> 230 </li> 231 <li> 232 <a href="https://win-vector.com/2026/08/04/choose-by-probability-not-by-expectation/">Choose by Probability, not by Expectation</a> 233 </li> 234 <li> 235 <a href="https://win-vector.com/2026/07/28/llms-will-benefit-from-scratch-workspaces
235/">LLMs Will Benefit from Scratch Workspaces</a> 236 </li> 237 </ul> 238 239 </div></section><section id="jetpack-search-filters-2" class="widget jetpack-filters widget_search"><div class="widget-wrap"> <div id="jetpack-search-filters-2-wrapper" class="jetpack-instant-search-wrapper"> 240 <h3 class="widgettitle">search</h3><div class="jetpack-search-form"><form method="get" class="searchform animated" action="https://win-vector.com/"> 241 <fieldset> 242 <input type="text" value="" name="s" class="searchfield" placeholder="Search..." /> 243 <button class="searchsubmit"></button> 244 </fieldset> 245<input type="hidden" name="orderby" value="" /><input type="hidden" name="order" value="" /></form> 246</div> <h4 class="jetpack-search-filters-widget__sub-heading"> 247 Categories </h4> 248 <ul class="jetpack-search-filters-widget__filter-list"> 249 <li> 250 <a href="#" class="jetpack-search-filter__link" data-filter-type="taxonomy" data-taxonomy="category" data-val="tutorials"> 251 Tutorials (490) </a> 252 </li> 253 <li> 254 <a href="#" class="jetpack-search-filter__link" data-filter-type="taxonomy" data-taxonomy="category" data-val="statistics"> 255 Statistics (434) </a> 256 </li> 257 <li> 258 <a href="#" class="jetpack-search-filter__link" data-filter-type="taxonomy" data-taxonomy="category" data-val="opinion"> 259 Opinion (337) </a> 260 </li> 261 <li> 262 <a href="#" class="jetpack-search-filter__link" data-filter-type="taxonomy" data-taxonomy="category" data-val="pragmatic-data-science"> 263 Pragmatic Data Science (259) </a> 264 </li> 265 <li> 266 <a href="#" class="jetpack-search-filter__link" data-filter-type="taxonomy" data-taxonomy="category" data-val="data-science"> 267 data science (251) </a> 268 </li> 269 </ul> 270 </div></div></section></aside> 271 <footer role="contentinfo" id="footer"> 272 273 274 </footer> 275 </div> 276</div> 277 278<!-- -->
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318<script type="module"> 319/*! This file is auto-generated */ 320var e="script#wp-emoji-settings",t=document.querySelector(e);if(!(t instanceof HTMLScriptElement))throw new Error("Element missing: "+e);const r=JSON.parse(t.text),s=(window._wpemojiSettings=r,"wpEmojiSettingsSupports"),o=["flag","emoji"];function i(e){try{var t={supportTests:e,timestamp:(new Date).valueOf()};sessionStorage.setItem(s,JSON.stringify(t))}catch(e){}}function c(e,t,n){e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(t,0,0);t=new Uint32Array(e.getImageData(0,0,e.canvas.width,e.canvas.height).data);e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(n,0,0);const r=new Uint32Array(e.getImageData(0,0,e.canvas.width,e.canvas.height).data);return t.every((e,t)=>e===r[t])}function p(e,t){e.clearRect(0,0,e.canvas.width,e.canvas.height),e.fillText(t,0,0);var n=e.getImageData(16,16,1,1);for(let e=0;e<n.data.length;e++)if(0!==n.data[e])return!1;return!0}function u(e,t,n,r){switch(t){case"flag":return n(e,"\ud83c\udff3\ufe0f\u200d\u26a7\ufe0f","\ud83c\udff3\ufe0f\u200b\u26a7\ufe0f")?!1:!n(e,"\ud83c\udde8\ud83c\uddf6","\ud83c\udde8\u200b\ud83c\uddf6")&&!n(e,"\ud83c\udff4\udb40\udc67\udb40\udc62\udb40\udc65\udb40\udc6e\udb40\udc67\udb40\udc7f","\ud83c\udff4\u200b\udb40\udc67\u200b\udb40\udc62\u200b\udb40\udc65\u200b\udb40\udc6e\u200b\udb40\udc67\u200b\udb40\udc7f");case"emoji":return!r(e,"\ud83e\u1fac8")}return!1}function f(e,t,n,r){let a;const s=(a="undefined"!=typeof WorkerGlobalScope&&self instanceof WorkerGlobalScope?new OffscreenCanvas(300,150):document.createElement("canvas")).getContext("2d",{willReadFrequently:!0}),o=(s.textBaseline="top",s.font="600 32px Arial",{});return e.forEach(e=>{o[e]=t(s,e,n,r)}),o}function a(e){var t=document.createElement("script");t.src=e,t.defer=!0,document.head.appendChild(t)}r.supports={everything:!0,everythingExceptFlag:!0},new Promise(t=>{let n=function(){try{var e=JSON.parse(sessionStorage.getItem(s));if("object"==typeof e&&"number"==typeof e.timestamp&&(new Date).valueOf()<e.timestamp+604800&&"object"==typeof e.supportTests)return e.supportTests}catch(e){}return null}();if(!n){if("undefined"!=typeof Worker&&"undefined"!=typeof OffscreenCanvas&&"undefined"!=typeof URL&&URL.createObjectURL&&"undefined"!=typeof Blob)try{var e="postMessage("+f.toString()+"("+[JSON.stringify(o),u.toString(),c.toString(),p.toString()].join(",")+"));",r=new Blob([e],{type:"text/javascript"});const a=new Worker(URL.createObjectURL(r),{name:"wpTestEmojiSupports"});return void(a.onmessage=e=>{i(n=e.data),a.terminate(),t(n)})}catch(e){}i(n=f(o,u,c,p))}t(n)}).then(e=>{for(const n in e)r.supports[n]=e[n],r.supports.everything=r.supports.everything&&r.supports[n],"flag"!==n&&(r.supports.everythingExceptFlag=r.supports.everythingExceptFlag&&r.supports[n]);var t;r.supports.everythingExceptFlag=r.supports.everythingExceptFlag&&!r.supports.flag,r.supports.everything||((t=r.source||{}).concatemoji?a(t.concatemoji):t.wpemoji&&t.twemoji&&(a(t.twemoji),a(t.wpemoji)))}); 321//# sourceURL=https://win-vector.com/wp-includes/js/wp-emoji-loader.min.js 322</script>
322 323 324</body> 325</html> 326<!-- 327 generated in 0.407 seconds 328 61131 bytes batcached for 300 seconds 329-->
Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.