Research / Knowledge Work
A research write-up on detecting AI agents through process differences in CAPTCHA and related cognitive tasks. It outlines the CogCAPTCHA30 approach, reports human-vs-model differences, and connects the findings to Roundtable’s Proof of Human product.
The page is clearly about an AI-adjacent product and research area: detecting AI agents and bots through behavioral signals, with a direct tie to Roundtable’s human-verification product. The snapshot provides enough substance for a useful listing, including the problem, method, experiments, and product context.
This crawl is an overview article, not the full paper or product page. It does not show implementation details, an API, pricing, or a live demo, and readers cannot tell exactly how Proof of Human is integrated or what the current commercial offering includes.
Last evaluated 3 days ago. Current rank #410. Holding steady in the rankings.
An interactive dashboard that analyzes New York Times coverage since 2000 using the NYT Archive API, with views for reporters, beats, sections, subjects, geography, obituaries, and corrections.
An open benchmark and leaderboard for AI CAD agents, with 308 prompts across 20 categories and layered scoring for geometry, engineering, manufacturability, and cognition.
A research article from Applied Compute on how agentic, tool-using workloads differ from traditional LLM benchmarks, with production observations, workload profiles, and an open-source harness for replaying traces.
A research code repository for studying how fine-tuning can trigger verbatim recall of copyrighted books in large language models. It includes preprocessing, fine-tuning, generation, and memorization-evaluation scripts, with setup notes and example data.
