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Open the AI principles course with a reviewed Token selection lesson - #1

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hash-panda merged 1 commit into
mainfrom
ai-learning-first-release
Oct 26, 2026
Merged

hash-panda merged 1 commit into
mainfrom
ai-learning-first-release

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Adds a dedicated AI learning course with ten scoped topics and opens the first reviewed lesson: scores → temperature → exponential weights → probability → one sampled Token. The scene retains the approved fine-line color style, synchronized callout and playback, and adds a predict–verify learning check with CDF feedback.

Validation: npm run check passes, including 721 existing planetary constraints, independent token-choice mathematical tests, delivery bounds and course catalog checks. Desktop and 390×844 browser inspection confirmed the learning check, wrong/correct feedback and return to the same T=2/u=.6219 case. Teaching data and untested devices/learning outcomes are explicit.

The roadmap and review contract support the user's authorized twelve-hour iteration cadence. Only the reviewed lesson is linked as available; the other nine topics remain planned. Production follows the existing checked Vercel Git integration.

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vercel Bot commented Oct 26, 2026 •

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Project Deployment Actions Updated
explain3d Ready Ready Preview Oct 26, 2026 6:45am UTC

@hash-panda
hash-panda merged commit fc03f80 into main Oct 26, 2026
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