Tencent and Partners Unveil Terminal-RSI for Recursive Self-Improvement in Terminal Agents

Tencent Hy Frontier, with NUS and University of Maryland, released Terminal-RSI, a framework where terminal agents recursively self-rewrite using verified successful trajectories. It boosts a 27B model's Terminal-Bench success rate from 51.7% to 86.5%.

2026-10-16 ~ 2026-10-17 · 2 related posts

• Tencent's Terminal-RSI builds recursively self-improving terminal agents, hitting 19.84% on Terminal-Bench 4.0 — tencent · 2026-10-16
• Terminal-RSI: recursive self-improvement lifts 27B agent from 51.7% to 86.5% on Terminal-Bench — yifeiwang77 · 2026-10-17