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cs.AI2026
Time Capsule of Testable Human Knowledge: 41 Years of Jeopardy! in a Single Free Local Model
David Noever, Forrest McKee
In 2011, IBM's Watson was something like a sealed capsule of its era's queryable knowledge. Its DeepQA system defeated the strongest human Jeopardy! champions, but the knowledge th…
cs.CR2026
Rendering on Real Silicon: GPU Render-Timing as a Passive, AI-Resistant CAPTCHA Signal
David Noever, Forrest McKee
Conventional CAPTCHAs pose puzzles that modern AI systems increasingly solve, while behavioral and cryptographic-attestation defenses carry privacy or enrollment costs. We investig…