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Taksch Dube
td(at)takschdube(dot)com
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Building AI at market scale.
Publications
When Is Delegated Play Truthful? Within-Range Regret and the Trilemma of Aligned Delegation
2026 · arXiv:2607.14357
What Do AI Agents Talk About? Discourse and Architectural Constraints in the First AI-Only Social Network
2026 · arXiv:2603.07880
Projects
moltbook-dataset
39 minutes ago
moltbook-dataset
A longitudinal dataset of social interactions from Moltbook by Taksch Dube.
formalizations
3 days ago
formalizations
Lean 4 formalizations of research papers in mathematics
delegated-recommender-systems
18 days ago
delegated-recommender-systems
Reading list on delegated recommender systems: recommendation when AI agents act for users, sellers, advertisers, and platforms.
llm-market-sim
4 months ago
llm-market-sim
Videos
Coming soon.
Articles
The AI Worm Is Here. It Runs at Dial-Up Speed.
Anthropic's red team ran an open-weight model on $55 TV boxes. It writes 0.39 tokens per second. The apocalypse will arrive in 3 to 5 business days.
Why Your Agents Are (Should Be) Keeping Secrets From Each Other
Shared memory usually runs on a promise: nobody peeks at anybody else's data. Promises break. The better system is one where a leak Sharis not a rule to enforce but a thing the architecture cannot do.
WTF are Robotics Foundation Models!?
A simple explanation for humans who don't speak robot (yet)
WTF is the OpenClaw Ecosystem!?
A simple explanation for humans who don't speak robot (yet)
WTF are AI Agent Social Networks!?
A simple explanation for humans who don't speak robot (yet)
WTF is Agentic Engineering!?
A simple explanation for humans who don't speak robot (yet)
WTF is Context Engineering!?
A simple explanation for humans who don't speak robot (yet)
WTF is OpenClaw!?
A simple explanation for humans who don't speak robot (yet)
WTF are World Models!?
A simple explanation for humans who don't speak robot (yet)
WTF are Reasoning Models!?
A simple explanation for humans who don't speak robot (yet)
WTF is EU AI Act!?
A simple explanation for humans who don't speak robot (yet)
WTF is Model Context Protocol!?
A simple explanation for humans who don't speak robot (yet)
