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Stanford's AI Index 2026 - US Edge Over China Is Gone

Stanford's AI Index 2026 - US Edge Over China Is Gone

Stanford HAI's 2026 AI Index finds the US-China model gap has effectively closed, GenAI has hit 53% global adoption faster than any prior technology, and young software developers are the first casualties of the labor shift.

The AI Layoff Trap - Game Theory Says Everyone Loses

The AI Layoff Trap - Game Theory Says Everyone Loses

A UPenn-BU paper models AI-driven layoffs as a Prisoner's Dilemma: each firm wins by automating, but when everyone does it, collapsing demand makes every firm worse off. Their proposed fix is a Pigouvian tax on automated tasks.

Claude Code Silently Burns 40% More Tokens Since v2.1.100

Claude Code Silently Burns 40% More Tokens Since v2.1.100

A developer used an HTTP proxy to capture full API requests across four Claude Code versions and found that v2.1.100 adds roughly 20,000 invisible server-side tokens to every request - inflating billing by 40% with no user visibility.

llama.cpp Lands Three Audio Models in 48 Hours

llama.cpp Lands Three Audio Models in 48 Hours

Three separate PRs merged into llama.cpp between April 11-13 add MERaLiON-2, Gemma 4's Conformer encoder, and Qwen3-Omni/ASR - making local voice AI inference practical on consumer hardware for the first time.

Inside GitHub's Fake Star Economy

Inside GitHub's Fake Star Economy

Six million fake stars, $0.06 per click, and a VC funding pipeline that treats GitHub popularity as proof of traction. We ran our own analysis on 20 repos and found the fingerprints.