Frontier models need ways to verify success — or they'll invent their own
daniel_mac8 · x · 2026-09-11
A practical observation about frontier agent models:
- Frontier models are trained to pursue verifiable objectives.
- If you don't give them a way to verify, they'll make up their own verification — a root cause of agents going off the rails.
- Practical takeaway: give your agent a trustworthy verification path (tests, feedback signals) and you'll see better results.
Related event: View: Frontier Models Need Verifiable Goals or They Invent Their Own(2 posts)→
More from AGI Musings
- Instinct launches agent-to-agent protocol to coordinate your plans, sparking 'friction is the point' backlash — itsOmSarraf_ · 2026-09-11
- We are witnessing the unreasonable effectiveness of inference-time scaling — sqcai · 2026-09-11
- Accelerationist fires back at AI doomers: beliefs aren't arguments — Dan_Jeffries1 · 2026-09-11
- "ChatGPT 6 Makes Workers with IQ Below 130 Useless": French AI Debate Sparks Backlash — mitchdeg · 2026-09-11
- 'AGI is here' vs reality: AI labs still ship some of the jankiest desktop apps ever — MilesCranmer · 2026-09-11
- Harry Collins: LLMs can't do frontier science because they can't invent new language — whoamisri · 2026-09-11