Instead of Brute-Force Retraining, Build a Civilization Scaffold for AI
New_User_1970 · reddit · 2026-08-26
A Redditor argues we should stop brute-force retraining and instead build a durable "civilization scaffold" for existing models—no retraining or weight changes. The framework would preserve agentic solutions with provenance, filter out bad results, and record which avenues are closed, letting new agents springboard from where previous ones left off. Human civilization is the only known working intelligence multiplier; eventually improvements could be distilled into training. The scaffold also acts as a rollback-able, suspendable control surface, adding safety value.
More from AGI Musings
- Debate: The Biggest Moat for Compute Is How Fast It Self-Cannibalizes — HanchungLee · 2026-08-26
- Compute is expensive, but wrong paradigm commitment costs more — cjmaddison · 2026-08-26
- Anecdote: Non-technical salesperson uses AI heavily — yacineMTB · 2026-08-26
- Concern: Normal people leveraging coding agents for regular work — yacineMTB · 2026-08-26
- Annual Review of Economics Publishes Applied Econometric Framework for LLMs — m_sendhil · 2026-08-26
- NEJM AI Editor-in-Chief: AI Lacks Real-World Commonsense and Nonverbal Cues — zakkohane · 2026-08-26