Codos journal
Ideas for
self-evolving
organizations.
Company news, field notes, and operating lessons from teams putting AI to work at organizational scale.
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Latest
Codos: #1 on EnterpriseRAG-Bench at 512k documents
92.64 on the official leaderboard across 511,962 documents, and what it means for a company brain.
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Aethos: 94% on EnterpriseRAG-Bench (42k)
Preliminary results on 42,587 files, the architecture behind them, and what we learned about memory for agents.
The AI transformation playbook: four pillars of AI‑native companies
Ninety-five percent of AI programs never reach the P&L. The ones that compound share one kind of CEO and four pillars: unachievable goals, behavior change, 100% token coverage, and a small team that disrupts the legacy business.
Introducing Codos — an a16z speedrun company
We are building AI-transformation-as-software to help enterprises turn AI investment into measurable results months ahead of schedule.