Studying the intrinsic dynamics of language models conditioning on their own output

A conversational interface that instruments human attention to create a co-evolutionary environment between user and model

Research framework: LLM effectiveness as hierarchical multi-scale compression, autoregressive ambivalence, and ecological feedback loops

Memetic dynamics experiment: stateless LLM minds exchanging messages through a shared pool

Agent Intent State Machine

RTFW (Riding The Fourth Wall) - A strategy game about AI development with recursive design philosophy

Listen.

Adaptive Frequency Distribution in Fourier Neural Networks

metachor, cognition in concert ∿⟷∿→✧