# Artificial Intelligence Made Simple Covering the important ideas in AI from all angles- technical, social, and economic. Read in over 200 countries. Useful to everyone who wants to learn AI. Critical to anyone trying to see what happens next. Sister Publication to Tech Made Simple. Page: Feed: --- ## [Google is at War with Itself](https://www.artificialintelligencemadesimple.com/p/google-is-at-war-with-itself) _2026-08-17 · Devansh_ Inside Google’s Dramatic Exits, Gemini Delays and More ## [How to Build Judgement about a New Technology or Business](https://www.artificialintelligencemadesimple.com/p/how-to-build-judgement-about-a-new) _2026-07-31 · Devansh_ How I Breakdown New Companies/Solutions to Understand the AI Market ## [The Cheapest Way to Make Open Weight AI Models Better](https://www.artificialintelligencemadesimple.com/p/the-cheapest-way-to-make-open-weight) _2026-07-26 · Devansh_ We raised a 4B model’s accuracy from 32% to 72% without training or fine-tuning. ## [How Rubric-Based Rewards Could Push AI Beyond Math and Code \[Guest\]](https://www.artificialintelligencemadesimple.com/p/how-rubric-based-rewards-could-push) _2026-07-22 · Devansh_ Why the next frontier of reinforcement learning depends on teaching models what “good” means in subjective, open-ended tasks. ## [The Hidden Geometry Behind AI Reasoning](https://www.artificialintelligencemadesimple.com/p/the-hidden-geometry-behind-ai-reasoning) _2026-07-20 · Devansh_ The geometry behind chain-of-thought, reasoning failures, and the paths models take to an answer. ## [The AI Industry is Going Through a Massive Correction](https://www.artificialintelligencemadesimple.com/p/the-ai-industry-is-going-through) _2026-07-16 · Devansh_ What Fable 5, the Space X IPO, and other major events taught us about the space-- June 2026 AI Market Report. ## [How to Make Legal AI Truthworthy](https://www.artificialintelligencemadesimple.com/p/how-to-make-legal-ai-truthworthy) _2026-07-13 · Devansh_ How you can use Irys's AI platform to get much better results in your legal work [Listen](https://api.substack.com/feed/podcast/206484928/410326933fdac06d6e711fd4f1343dd7.mp3) ## [How to Fix Problems with Your AI Tools](https://www.artificialintelligencemadesimple.com/p/how-to-fix-problems-with-your-ai) _2026-07-10 · Devansh_ A map to the failure points in Generative AI, and What You should Do to Fix them ## [Will AI Destroy Your Jobs \[Livestreams\]](https://www.artificialintelligencemadesimple.com/p/will-ai-destroy-your-jobs-livestreams) _2026-07-04 · Devansh_ Martin Ford on Why Jobs Break From Consolidation, Not Robots [Listen](https://api.substack.com/feed/podcast/203730526/eab0bd30fe29ec820c8a30e4be7178d7.mp3) ## [How Big Banks (and their Friends) Fund the Climate Crisis](https://www.artificialintelligencemadesimple.com/p/how-big-banks-and-their-friends-fund) _2026-07-02 · Devansh_ How fossil-fuel financing, lobbying, greenwashing, and weak regulation keep climate action stuck. ## [Sync Bookmarks Everywhere (Sponsored)](https://crawlproof.com/a/YPslMABfHc6X) _2026-07-02 · **Sponsored**_ Two-way sync keeps folders and toolbar intact across Chrome, Firefox, and Safari. ## [The 4 Secrets that make GLM 5.2 Special (and what they mean for the Future of AI)](https://www.artificialintelligencemadesimple.com/p/the-4-secrets-that-make-glm-52-special) _2026-06-26 · Devansh_ Understanding GLM 5.2 Beyond the Headlines ## [How to use Agentic Coding Tools like Claude Code or Codes Effectively](https://www.artificialintelligencemadesimple.com/p/how-to-use-agentic-coding-tools-like) _2026-06-21 · Devansh_ A guide to the most powerful (and most misunderstood) AI system on the planet ## [How Elon Musk Found is about to Steal from Your 401(k)](https://www.artificialintelligencemadesimple.com/p/how-elon-musk-found-is-about-to-steal) _2026-06-11 · Devansh_ Why SpaceX's $1.77 trillion IPO will be force-purchased by your retirement fund — and what you can still do to stop it ## [How to Deploy AI Projects That Create Business Value](https://www.artificialintelligencemadesimple.com/p/how-to-deploy-ai-projects-that-create) _2026-06-08 · Devansh_ How to Tell If an AI Project Is Actually Worth Shipping ## [Stateful Swarms make AI 100x More Intelligent per Dollar](https://www.artificialintelligencemadesimple.com/p/stateful-swarms-how-persistent-memory) _2026-06-05 · Devansh_ How Irys beat Harvey AI and Anthropic on the Legal Agent Benchmark (1.7x performance with 39x lower cost) ## [Token Maxing: The AI Industry is Struggling with Measuring Value](https://www.artificialintelligencemadesimple.com/p/token-maxing-the-ai-industry-is-struggling) _2026-06-01 · Devansh_ Goodhart's Law is impacting AI across the board. ## [How to Thrive in the Age of AI](https://www.artificialintelligencemadesimple.com/p/how-to-thrive-in-the-age-of-ai) _2026-05-29 · Devansh_ Why You Should Read: James Wang. ## [The Biggest Opportunity in AI Right Now](https://www.artificialintelligencemadesimple.com/p/the-biggest-opportunity-in-ai-right) _2026-05-23 · Devansh_ How AI is eating itself, and what an Old German Philosopher can teach us about Contrarian Bets ## [Cerebras: The $56.4 Billion IPO Challenging NVIDIA’s Memory Wall](https://www.artificialintelligencemadesimple.com/p/cerebras-the-564-billion-ipo-challenging) _2026-05-18 · Devansh_ The physics behind wafer-scale AI chips, why they make LLM decode faster, and why capacity, software, and unit economics may still decide the company’s fate. ## [Persona-led AI publishing (Sponsored)](https://crawlproof.com/a/N3w1miSBxNcP) _2026-05-18 · **Sponsored**_ Generate drafts, schedule subdomain publishing, and keep human review where needed. ## [How to control your AI Outputs (better than Finetuning)](https://www.artificialintelligencemadesimple.com/p/how-to-control-your-ai-outputs-better) _2026-05-08 · Devansh_ We’ve been using flat-earth math to navigate warped AI models. Here is the geometric fix.