Self-Improving AI Isn't Close. Google's Own Numbers Admit It
Google's own data, 75% AI-written code and 88% still needing human oversight, says self-improving AI is not close. Here is the builder's planning read.
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Nemotron 3 Diarization Flips the Speaker Labeling Math
Nemotron 3 Diarization is a free 100M-parameter model. We break down pipeline placement for voice agents, run-cost math, and when to self-host diarization.
OpenAI Navier-Stokes, a Reported $40M Lesson in Verification
The OpenAI Navier-Stokes run reportedly burned $40M and 130 billion tokens yet produced no verified proof. Verification, not generation, now binds.