1"use strict";(globalThis.webpackChunkkamlasater_com=globalThis.webpackChunkkamlasater_com||[]).push([[4990],{10706(e){e.exports=JSON.parse('{"permalink":"/blog/2025/02/20/ai-engineer-summit-thoughts","source":"@site/blog/2025-02-20-ai-engineer-summit-thoughts/index.md","title":"AI Engineer Summit - Some Thoughts","description":"Thoughts and Such","date":"2025-02-27T00:00:00.000Z","tags":[{"inline":true,"label":"engineering","permalink":"/blog/tags/engineering"},{"inline":true,"label":"ai","permalink":"/blog/tags/ai"}],"readingTime":1.06,"hasTruncateMarker":true,"authors":[{"name":"Kam Lasater","title":"Builder of things","url":"https://github.com/seekayel","imageURL":"https://github.com/seekayel.png","key":"kam","page":null}],"frontMatter":{"title":"AI Engineer Summit - Some Thoughts","description":"Thoughts and Such","date":"2025-02-27","authors":["kam"],"tags":["engineering","ai"]},"unlisted":false,"prevItem":{"title":"On Vibe Coding","permalink":"/blog/2025/03/18/on-vibe-coding"},"nextItem":{"title":"AI Engineer Worlds Fair - Some Thoughts","permalink":"/blog/2024/06/27/ai-engineer-conference-thoughts"}}')},28453(e,n,i){i.d(n,{R:()=>a,x:()=>r});var t=i(96540);const o={},l=t.createContext(o);function a(e){const n=t.useContext(l);return t.useMemo(function(){return"function"==typeof e?e(n):{...n,...e}},[n,e])}function r(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(o):e.components||o:a(e.components),t.createElement(l.Provider,{value:n},e.children)}},70188(e,n,i){i.r(n),i.d(n,{assets:()=>s,contentTitle:()=>r,default:()=>c,frontMatter:()=>a,metadata:()=>t,toc:()=>d});var t=i(10706),o=i(74848),l=i(28453);const a={title:"AI Engineer Summit - Some Thoughts",description:"Thoughts and Such",date:"2025-02-27",authors:["kam"],tags:["engineering","ai"]},r="Some thoughts from AI Engineer Conf NY Feb 2025",s={authorsImageUrls:[void 0]},d=[{value:"Agent definition from arize talk",id:"agent-definition-from-arize-talk",level:3},{value:"Jevons Paradox",id:"jevons-paradox",level:2},{value:"Humans will slow down adoption",id:"humans-will-slow-down-adoption",level:2},{value:"Ai Snake oil talk",id:"ai-snake-oil-talk",level:2},{value:"Anthropic How we Build Agents",id:"anthropic-how-we-build-agents",level:2},{value:"Ride the exponetial - Ramp director of AI",id:"ride-the-exponetial---ramp-director-of-ai",level:2},{value:"Local Private",id:"local-private",level:2},{value:"Note to self",id:"note-to-self",level:2}];function h(e){const n={a:"a",h1:"h1",h2:"h2",h3:"h3",li:"li",ol:"ol",p:"p",ul:"ul",...(0,l.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(n.h3,{id:"agent-definition-from-arize-talk",children:"Agent definition from arize talk"}),"\n",(0,o.jsxs)(n.ul,{children:["\n",(0,o.jsx)(n.li,{children:"Router - classify prompt to"}),"\n",(0,o.jsx)(n.li,{children:"Skill - aka Tool"}),"\n",(0,o.jsx)(n.li,{children:"Memory - store notes"}),"\n"]}),"\n",(0,o.jsx)(n.h2,{id:"jevons-paradox",children:"Jevons Paradox"}),"\n",(0,o.jsx)(n.p,{children:"Asserting that compute will exhibit jevons paradox style expansion in overall market size for reductions in price implies you believe something in the shape of demand curve. For a reducing in half of price means you would need to more than double demand."}),"\n",(0,o.jsx)(n.p,{children:"I believe that demand for tokens is infinite given quality bars. Then the upper bound on price is close to human hourly wages."}),"\n",(0,o.jsx)(n.h2,{id:"humans-will-slow-down-adoption",children:"Humans will slow down adoption"}),"\n",(0,o.jsx)(n.p,{children:"Auditors are disencitivies from approving LLM usage in revenue critical contexts. Accepting that LLMs can work means they might must accept being displaced."}),"\n",(0,o.jsx)(n.h2,{id:"ai-snake-oil-talk",children:"Ai Snake oil talk"}),"\n",(0,o.jsx)(n.p,{children:"Early CS and Computer Architecture was about making computation systems more reliable (ENIAC tubes example). AI engineering is about becoming a reliability engineer."}),"\n",(0,o.jsx)(n.h2,{id:"anthropic-how-we-build-agents",children:"Anthropic How we Build Agents"}),"\n",(0,o.jsxs)(n.ol,{children:["\n",(0,o.jsx)(n.li,{children:"Don't build agents for everything"}),"\n"]}),"\n",(0,o.jsx)(n.h1,{id:"llms-are-like-us",children:"LLMs are like us"}),"\n",(0,o.jsxs)(n.ul,{children:["\n",(0,o.jsx)(n.li,{children:"unpredictable"}),"\n",(0,o.jsx)(n.li,{children:"slow"}),"\n",(0,o.jsx)(n.li,{children:"not great at math"}),"\n"]}),"\n",(0,o.jsx)(n.h2,{id:"ride-the-exponetial---ramp-director-of-ai",children:"Ride the exponetial - Ramp director of AI"}),"\n",(0,o.jsxs)(n.ul,{children:["\n",(0,o.jsx)(n.li,{children:"Just call the LLMs ~50x, different models, slightly different prompts, validate the output is close."}),"\n",(0,o.jsx)(n.li,{children:"UI generated at call time"}),"\n"]}),"\n",(0,o.jsx)(n.h2,{id:"local-private",children:"Local Private"}),"\n",(0,o.jsx)(n.p,{children:"In the limit tokens are free and infinite quality. The only differentiator is the private context you bring."}),"\n",(0,o.jsx)(n.h2,{id:"note-to-self",children:"Note to self"}),"\n",(0,o.jsx)(n.p,{children:(0,o.jsx)(n.a,{href:"https://gr.inc",children:"https://gr.inc"})})]})}function c(e={}){const{wrapper:n}={...(0,l.R)(),...e.components};return n?(0,o.jsx)(n,{...e,children:(0,o.jsx)(h,{...e})}):h(e)}}}]);
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.