Research

Research Papers.

Peer-reviewed insights and deep-dive white papers exploring the frontiers of artificial intelligence.

Latent Reasoning: The Open Problem of Thinking Without Words

Latent reasoning lets LLMs think in hidden states instead of tokens. A research review of Coconut, Abstract CoT, and SWITCH, and why it is not production-ready yet.

RayZAUG 3, 2026

Post-Training

Neural Symbiosis: The Path to AGI via Recurrent Feedback Loops

Explore how self-correcting AI architectures using RLHF, GRPO, constitutional AI, and self-play feedback loops are driving progress toward AGI through recursive self-improvement.

RayZJUN 2, 2026

Post-Training