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The Perit AI Blog

Notes on frontier training data, physical intelligence & the people behind it.

Field notes, benchmarks and guides from the team collecting and grading the data that trains the next generation of AI models.

Perit thumbnail showing miniature document pages under a magnifying glass with the words Read less. Look closer. Artificial Intelligence Why Is Apple Teaching an AI to Read Pictures of Text? Oct 14, 2026 16 min read Navy Perit thumbnail: One hour. 13 seconds? A waveform becomes a transcript with the word NOT highlighted. Artificial Intelligence An Hour of Audio in 13 Seconds? What Local Voice AI Still Has to Learn Oct 13, 2026 16 min read Artificial Intelligence The New AI Workspace Oct 10, 2026 17 min read Diagram of an RL environment with caller, state, agent and grader components under the headline Somebody has to build the world. Artificial Intelligence Somebody Has to Build the World: What an RL Environment Is Made Of Oct 9, 2026 38 min read