Chris Polaris

Chris Polaris

chrispolaris.com

Author and creator of PolarisWay. Exploring human judgment, decision quality, responsibility, and practical human-AI collaboration as AI systems become more capable.

👤 Joined on 04 Eylül 2026

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  • 04 Eyl 2026, 20:00
    🎉 Bluesky'e katıldı - İlk kullanıcı adı: @chrispolaris.bsky.social
  • 04 Eyl 2026, 21:00
    ✏️ Kullanıcı adı değişti: @chrispolaris.bsky.social → @chrispolaris.com

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Yeah, and the recorder should be a commodity device, in my opinion. There's nothing special about it. You push a button, it records an audio file. That's it. The only thing that really sets them apart is form factor and the quality of the recording, which can improve the quality of the transcript.

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Yep. It’s definitely a different thing. Sometimes it closes the job but often it’s checking in and steering.

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Late reply, Chris, but you put it well. Once a note becomes a handoff, the boundary matters as much as the reasoning. What still needs a yes is the line I'd least want the next agent to miss.

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a test that practically everything fails these days...

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Why do models learn so much from us when they only train on human data? @geoffreyhinton in Vienna yesterday: a sentence carries "maybe a hundred bits if you're lucky." Identical neural nets averaging gradients share "on the order of a trillion bits." 🤯👇

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