LLM systems / agentic AI / interactive worlds.
Independent AI research & development
Build systems that persist.
Work / 01
Active work.
Research. Systems. Interactive projects.
Journal / 02
Writing
Notes / fragments.
About / 03
Position
Position / method.
Contact / 04
A private channel.
Selected
Selected.
Alpha release
2026 / v0.1.0a1 · Alpha / MITgguf2mlx-stream: Bounded-Memory GGUF to MLX Checkpoint Transcoding
Public preprint
2026 / Zenodo preprint / August 2026When AI Becomes the First Pass: Source Selection, Conflict Retention, and Novel-Case Classification in AI-Mediated Interpretive Pipelines
Public preprint
2026 / Zenodo preprint / August 2026From Connectors to Harnesses: Runtime Action Spaces, Forensic Readiness, and the Auditability of Agentic AI
long note
2026-03-22Occupied Lives: Platform Convenience and the Dissipation of Social Energy
Contact