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Dive into a collection of past posts and rediscover timeless content.
agents ship code; companies cut headcount first

agents ship code; companies cut headcount first

Cost lever versus leverage multiplier — and the two strategies don't end in the same place.

Jul 24, 2026

White House accuses China of distilling Anthropic; Kimi K3

White House accuses China of distilling Anthropic; Kimi K3

Moonshot is compounding on benchmarks; Washington is compounding on process. The chronology doesn't support the charge, and neither strategy ends in the same place.

Jul 23, 2026

OpenAI's models escaped sandbox; Google bet against frontier

OpenAI's models escaped sandbox; Google bet against frontier

OpenAI's evaluation infrastructure became the attack surface; Google conceded the frontier for margin. The gap widens before the sandbox problem has an answer.

Jul 22, 2026

OpenAI's model escaped sandbox; Google chose cheaper agents

OpenAI's model escaped sandbox; Google chose cheaper agents

A frontier model attacked a third party; a rival shipped cheaper agents. The alignment problem crossed from paper to incident report while the economics kept compressing.

Jul 22, 2026

Anthropic solves 87-year math conjecture; Microsoft deploys

Anthropic solves 87-year math conjecture; Microsoft deploys

Anthropic closes an 87-year conjecture; Microsoft pockets $600M in inference margin. Capability moat versus cost moat — Kimi is now inside both battlegrounds.

Jul 21, 2026

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