// The Efficiency Frontier in LLMs // (bookmark this one) How much are you overpaying for context you do not need? It turns out that context costs dominate production LLM bills, and the right strategy depends on how often you reuse preprocessing. Modeling that explicitly lets
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Benchmarks are gameable and 100% is hard due to glitches
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1. some other criteria, since benchmarks can often be gamed: https://
open.substack.com/pub/garymarcus
/p/where-will-ai-be-at-the-end-of-2027?r=8tdk6&utm_medium=ios
… 2. 100% is often hard because the benchmarks themselves have glitches (eg you cant really get 100% on mnist without cheating because some items have errors) -
Ultimate ML Job Interview Questions Workbook with Crash Courses
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Ultimate Machine Learning Job Interview Questions Workbook: Brief Crash Courses and Real Interview Questions taking you from Beginner to Offers Available at http://
amzn.to/4s21D0j -
Linear Algebra and Optimization for Machine Learning textbook announcement
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Linear Algebra and Optimization for Machine Learning [516-page textbook]: http://
amzn.to/39aWf8N
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#DataScience #DataScientist #ML #Mathematics #ORMS -
Qualitative Data Analysis with ChatGPT and Qualcoder: AI-Powered Guide
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Qualitative Data Analysis With Chatgpt And Qualcoder: A Step-By-Step Guide To AI-Powered Coding And Thematic Analysis AI-Powered Research Toolkit — Mastering Research Series — available at http://
amzn.to/4bRsV3q -
New Book: Unlocking Data with Generative AI and RAG, 2nd Edition
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2nd Edition, by @keithbourne v/ @PacktDataML "Unlocking Data with Generative AI and RAG — Learn AI Agent Fundamentals with RAG-powered Memory, Graph-based RAG, and Intelligent Recall" Get the book here: http://
amzn.to/49zsIkb -
GeoAI Machine Learning Predicts Traffic Patterns
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GeoAI! #MachineLearning Help Predict Traffic Carmageddon! by @rachelevagordon. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #GeoSpatial #Linux
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Inverse Care Law: Medical AI risks exacerbating health inequities
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The Inverse Care Law. The people who need medical care the most tend to get the least access.
It will take deliberate and extensive efforts for medical AI not to exacerbate health inequities, by @ejosipcar We've seen some examples where AI reduced inequities and need to build -
Firecrawl’s new parse endpoint turns documents into structured data for AI agents
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Turn any document into structured data for AI agents! Firecrawl just released a new parse endpoint. Upload local files or non-public documents and get back clean, LLM-ready data. The parse endpoint converts PDF, DOCX, XLSX, HTML, and other formats into Markdown, JSON, or
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Industrial AI in Production: Data Infrastructure to AI Copilots
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Just published on @iiot_world: Industrial AI in Production booklet covers six companies showing production results from data infrastructure through AI copilots and digital twins at Hannover Messe 2026. #highbyte_iiot #influxdata_iiot #cybus_iiot pic.twitter.com/b9vJZwgyLA
— Lucian Fogoros (@fogoros) 24 mai 2026Just published on @iiot_world
: Industrial AI in Production booklet covers six companies showing production results from data infrastructure through AI copilots and digital twins at Hannover Messe 2026. #highbyte_iiot #influxdata_iiot #cybus_iiot