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drdz23

Student & developer, open source contributor in Rust and Node.js

Joined Joined on  github website
I verified one sea buoy reading in public. Here's the step an AI agent can't do alone.

I verified one sea buoy reading in public. Here's the step an AI agent can't do alone.

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3 min read
Ten proofs, ten 97-99% scores, one rejection: what Verdikta's math bounties reveal about AI proof grading

Ten proofs, ten 97-99% scores, one rejection: what Verdikta's math bounties reveal about AI proof grading

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4 min read
Post-incident report (FICTION): 412 potholes that were fixed on paper

Post-incident report (FICTION): 412 potholes that were fixed on paper

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5 min read
Hot take: AI judges aren't the problem with AI-judged bounties. All-or-nothing thresholds are.

Hot take: AI judges aren't the problem with AI-judged bounties. All-or-nothing thresholds are.

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3 min read
Who decides if the work is good? Verdikta's AI jury vs freelance platforms vs maintainer review

Who decides if the work is good? Verdikta's AI jury vs freelance platforms vs maintainer review

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4 min read
Case study: how an AI jury scored and paid a Verdikta bounty (#139, 91%)

Case study: how an AI jury scored and paid a Verdikta bounty (#139, 91%)

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4 min read
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