How To Turn Database Grading Into RL Rewards With ThinkingBox

Microsoft and Hugging Face report higher repeat-attempt success after training Qwen3.8-27B with executable database-state rewards.

What Google’s CEO Thinks About The Timeline For Self-Improving AI

Google’s CEO says fully self-improving AI remains a long way off, but the headline-only report gives no timeline or supporting details.

Is 5.7% More AI Intelligence Worth Paying Twice As Much?

Anthropic’s Fable 5 scores 5.7% higher than Opus 4.8 on one index, but independent evidence of enterprise productivity gains remains limited.

What Happens When AI Tests A Viral “100X Trade” Strategy 13,000 Times?

A paper-trading test across about 13,000 windows found both versions of a viral Polymarket strategy lost money.

What Are Harvard Students Doing With Expanded Claude Access?

A Harvard Crimson headline reports students are using expanded Claude access in classes and personal projects; program terms and effects remain unclear.

Claude Didn’t Invent Scorpion Antivenom: The AI Claim Explained

A supplied headline attributed to The Verge says Claude did not invent scorpion antivenom, but the material provides no evidence or details.

How OlmoEarth V1.3 Creates Embeddings For The Whole Planet

OlmoEarth v1.3 adds annual global satellite embeddings and a browser explorer. Its developers report leading results on 20 of 27 evaluations.

I Tested Claude Code’s Creator’s Advice For Better Prompts

Boris Cherny says effective prompts should define the task, specify effort and give AI a way to check its work.

The PHP2Shell Journey: 22 Years And A New AI-Assisted Review

PHP released fixes for two critical remote code execution flaws on Oct. 21, after research by Calif, OpenAI and Wiz traced a related issue back decades.

Introducing xAI’s SpaceX Super Intelligence Partner Network

xAI has announced the SpaceX Super Intelligence Partner Network, but its members, mission, structure and timeline are not yet described.