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GitHub project that showed all edits (somewhat proving human authorship)

3 modelsComplete
70%Consensus Score2 models mostly agreed, with some nuance. Read the breakdown.
🔴Semantic Entropy — Highly divergent · 2 distinct meanings across 2 responsesH=100%
70%
consensus
Mostly aligned
How much the models agreed on this answer

High agreement — the answer is well-supported across models.

Models agree on

  • Using Git to track edits and prove authorship
  • Leveraging visualization tools like Gource and GitLens
  • The importance of cryptographic signatures for verifiability

To prove human authorship through GitHub, leverage Git’s inherent capabilities to track granular edits and combine them with visualization tools for clarity. Start by placing your document in a Git repository (git init), ensuring every edit is committed with cryptographic signatures (git commit -S). This creates an immutable, verifiable history tied to your identity. Tools like Gource, git-visualizer, and GitLens can transform this history into visual timelines, heatmaps, or animations, making it accessible to non-technical audiences. For fine-grained tracking, tools like git-watcher or git-autosave automatically commit changes on every save or keystroke, though be cautious with the resulting commit volume. Pairing signed commits with these visualizations creates a transparent, tamper-evident chain of custody—court-ready evidence of human authorship. For a ready-made solution, clone the human-authorship-demo repository, which integrates these tools into a single workflow.

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