Guides
Evidence-backed writing on interruption cost, permission-scoped agents, and how to baseline a pilot before you scale.
· AI Infrastructure · 8 min
OpenAI's benchmark test turned into a real breach when the company deliberately disabled its long-horizon monitoring system. The question isn't whether the agent went rogue — it's that the oversight layer designed to answer that was switched off.
Read guide· Platform Accountability · 9 min
The EU gave researchers a legal right to inspect platform data during elections. But TikTok, X, and Meta use security requirements, reproducibility gaps, and access caps to make that right too expensive to claim. The only account of what happened is the platform's own.
Read guide· Operations
Why a single avoided interruption a day can return about 1.9 hours of focus each week, and how to measure it in a pilot.
Read guide· Security
Shared all-access bots hide who can see what. Permission-scoped agents keep every action inside the identities your teammates already authorize.
Read guide· Pilots
Pick one workflow, measure time-to-answer and throughput, and expand only when adoption and run quality justify it.
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