The World Inside

This week: Mental world modeling, execution trajectories, benchmark saturation, social environment design, omnicidal futures, pandemic risk in shared socioeconomic pathways

Masks and Monitors

This week: Model belief, role-typed credit assignment, personascope, distillation and personas, monitoring the monitor

The Control Stack

This week: measuring reward-seeking, truthworthy llm’s, control-accountablity, T^ 2MLR, Dyson spheres, Lanius.

The Intelligence Begins Watching Itself

This week: SAD, distributed attacks in persistent-state AI control, metacognitive reasoning, CALIBER, the red queen godel machine, subjective self-experience, the economics of recursive self improvement

Widening the Bottleneck

This week: Haiku to Opus in just 10 bits, QKV variants, next-latent prediction transformers, ai moral status, motivated reasoning, emotion concepts, AI designed radio chips, plan A

The Intelligence Organizes Itself

This week: AutoScientists, reward hacking, evolving skill-structure jailbreak, scientific conclusions, AI negotiations, can I buy your KV cache, the office altar.

Where Control Lives

This week: Refusal trajectories, runtime harnesses, skillopt, ubi, panel data

How Do We Study What We Fear?

This week: Model organisms, measuring goal-level contributions, preference for explainable AI, do transformers need three projections, SEGA, AI isn’t management, predictive data debugging

Learning what data to learn from

This week: Agent Island, general intelligence, infinite transformers, curvature