Now #

The current desk is centered on inference economics, verification economics, and verification patterns in financial research systems.

Active Investigations #

• Voice-agent reliability under real-time constraints.
• Cost-per-correct-answer for reasoning systems.
• Operational memory for long-running agents.
• Verification patterns in financial research systems.

Reading And Reference Threads #

• RL with verifiable rewards and process supervision.
• Inference runtime economics: batching, KV-cache behavior, quantization, and speculative decoding.
• Market structure, research-system provenance, and the auditability of financial reasoning.

Public Artifacts #

Research Papers on the verification, inference, and serving wedges. Field Notes on inference economics, verification economics, and AI-system failure analysis. A definitions layer for recurring technical concepts, and machine-readable surfaces for citation and crawl.

New artifacts are added when there is something worth preserving. The site is an archive, not a publishing treadmill.

Last updated 2026-05-25. New York.