'Bidirectional RL' Proposes Ultra-Thin Specialized Small Models

A developer outlined a 'bidirectional RL' approach to compress models for specific tasks, producing wafer-thin, highly specialized small models. The idea also allows 'muting' unwanted model capabilities for safety, and the author says he has explored the direction for about three months.

2026-10-14 ~ 2026-10-14 · 2 related posts

• 'Two-way RL' for task-level model compression: building wafer-thin hyper-specialized models — tokenbender · 2026-10-14
• Mute-able 'wafer-thin' specialized models: selective silencing for AI safety — tokenbender · 2026-10-14