Managing Autonomous Work with Proof Loop
Ghost_Pilot_MD · x · 2026-07-10
The post summarizes a paper/long-form article on "proof loops." The core idea is that while AI handles output, the system must use evidence, verification, and logging to determine whether results are trustworthy enough to be reused, propagated, or rolled back.
More from coding & agent
- AI makes software easier to build, but it also lowers the floor on quality — paw_lean · 2026-07-21
- Fable coding run costs $6.69 for 67 lines of code in a 4-minute job — bytebot · 2026-07-21
- Cursor writes better code, but ChatGPT can still control the computer — vista8 · 2026-07-21
- Agents can remember facts, but still forget how to do the job — No_Advertising2536 · 2026-07-21
- Agent skills for project downgrade and troubleshooting tested in CLAD on LS 5.22 — stspanho · 2026-07-21
- Open-source B-roll skill turns scripts into 5-second vertical clips with Codex and Gemini — yangyi · 2026-07-21