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Proving a human wrote something
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Overview
A New Year's resolution to write more blog posts has been made, prompted by the desire to share technical knowledge accumulated over the years. A spreadsheet of potential blog post ideas has been created to facilitate this writing endeavor.
Summary from gjtorikian.online.
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gjtorikian.online
Proving a human wrote something
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Hacker News · gjtorikian.online
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Based on 5 sampled comments from this thread. Analyzed 2026-07-25.
- Praise: The conversation around proving human authorship in a world dominated by LLMs raises fascinating questions about the future of content creation and authenticity.
- Praise: The idea of tracking keystrokes to differentiate human writing from AI outputs is a creative angle that could lead to innovative solutions for content verification.
- Praise: There's potential for developing a robust attestation system for various media types, which could enhance trust in digital content amidst rampant AI generation.
- Concern: Trying to mechanically prove human creation in the era of LLMs is a fool's errand, as any solution will likely be easily circumvented.
- Concern: The skepticism about the value of rephrased LLM content raises serious questions about the originality and worth of AI-generated text versus human insights.
- Concern: Concerns about how to effectively implement attestation for text highlight the complexity and challenges of distinguishing human from AI-generated content.