Show HN: Unglazed – paper-to-explainer-video tool that gets every detail
Always wanted to have 3blue1brown quality animations for any ML paper, so I built a tool to do that. You list everything the video must teach, and a gate refuses to build while any item has no scene. Workflow also has guardrails to ensure no part is "glazed" over and everything is analytically/technically explained well. Pictures are computed from the paper's own formulas. Voice is fully local.
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Source record
Recorded metrics
points · 1 votes
2026-11-12 08:15:18.674Z
cumulative since publication
Research analysis
Project record
Repository: ShadowKingYT444/unglazed. Source account: Always wanted to have 3blue1brown quality animations for any ML paper, so I built a tool to do that. You list everything the video must teach, and a gate refuses to build while any item has no scene. Workflow also has guardrails to ensure no part is "glazed" over and everything is analytically/technically explained well. Pictures are computed from the paper's own formulas. Voice is fully local.
Observed adoption & comparisons
Source votes: 1 votes (Nov 12, 2026 UTC; cumulative since publication) Recent records to compare: “homeassistant-ai/ha-mcp” (GitHub Trending, Nov 12, 2026); “ZhuLinsen/daily_stock_analysis” (GitHub Trending, Nov 12, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.
Adoption decision
Evaluate it against the tool or manual workflow it would replace. The stored record supports discovery; it does not yet establish reliability, lower operating cost or commercial adoption.
Unverified requirements
Not verified: license permissions, required hardware, installation steps, maintenance status and a representative task with its failure cases.
Next test
Choose one real task and a current alternative. Record the commit, environment, input, output, elapsed time and failure behavior; retain the result before recommending adoption.