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Why RL Feedback Fails Language Models (And What ERL Fixes)
ERL adds a reflection step to reinforcement learning: attempt, feedback, explanation, refined attempt. The result: faster learning...
Smart Trading Under Fire: Portfolio Defense Against Market Crashes
Discover advanced solutions for the worst-case optimal portfolio problem. Learn how to manage Knightian uncertainty and market cra...
Stop Throwing AI at Broken Systems: Fix Your Engineering Culture First
With AI integrated into workflows, a lean team of 10 people can ship faster and better than a firm with 200 people. But before you...
Stop Predicting Pixels: This AI “World Model” Predicts Your UI as Code
Code2World predicts GUI changes by generating renderable code instead of pixels—making world models more accurate, inspectable, an...
AI Agents Are Now Hiring Humans: RentAHuman and the Inversion of Work
RentAHuman.ai is a marketplace where AI systems search for, book, and pay real humans to perform physical tasks. The site was buil...
In the Age of AI, Does Physics Still Matter?
The robotics industry is currently a battlefield between Classical Control ("White Box"), which uses predictable physics equations...
I Migrated My Blog From Jekyll to Hugo - Or At Least, I Almost Did
Jekyll is a Ruby-based static site generator. Hugo builds upon Go and touts itself as "amazingly fast" Jekyll doesn't support Ruby...
Layered MAPF Outperforms Raw Methods in Time and Memory Benchmarks
Layered MAPF introduces a progressive decomposition strategy that splits large multi-agent pathfinding problems into smaller solva...
CLARITY Act: Banks and Crypto Make Progress Following “Constructive” Dialogue at...
A closed-door meeting at the White House today was to tackle a dispute stalling the CLARITY Act. Banks want to ban yields on digit...
Generative AI Can Write but It Can’t Replace Reading
Generative AI gives instant answers but weakens deep learning if you rely on it for thinking. It can assist writers with brainstor...
AI “Vibe Coding” Speeds Developers Up — But at What Cost?
Vibe coding relies on large AI models trained on vast codebases. You give a prompt like “Create an e-commerce site” and the AI att...
Blockchains Don’t Have a Privacy Problem.They Have a Memory Problem
This article challenges a core assumption of blockchain design: that transaction history must be stored indefinitely. While debate...
