Anthropic Gives Away 20% Equity

PLUS: AI agents hit a security wall

2 min read

During a live cyberattack on OpenCode, the AI models defending it refused to help because analyzing the attack tripped safety filters.

Cursor engineers checked whether customer data leaked to SpaceX's AI unit during Grok Bot testing, an internal lawyer flagged a trust risk.

GitHub's security team used an open-source AI agent to uncover 24 Android vulnerabilities, including a location leak in a 10 million download app.

Anthropic made Claude Code up to 3x faster just by finally compressing uploads with decades-old gzip technology.

A browser automation tool now grabs only page changes instead of the whole page, cutting token use 73 times over.

A new memory technique lets AI agents beat full-context answers using 108 times fewer tokens by compressing documents into 16 tokens.

A new transformer design lets each AI layer pull from earlier layers, improving training efficiency by 1.58 times for barely any extra cost.

No feed. No algorithm. One editorial cut.