Challenge
An open problem being wrestled with; input welcome.
Cascading Hallucination
A novel failure mode in multi-agent AI systems: a capable model trusts its sub-agents to deliver grounded facts, but they hallucinate, and the orchestrator launders the fiction into a confident answer without ever questioning it.
7 July 2026
Teaching a Model to Reason Before It Learns to Talk
An exploration of building tiny, logic-first models using cellular automata to challenge the transformer paradigm and identify the primitives of reasoning.
19 June 2026
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