Development
A System 3 outer loop cuts reasoning steps 80%
Claim
Chinese researchers proposed a System 3 architecture grafting an outer self-improvement loop onto LLMs, cutting reasoning steps by 80%.
Reported metric: -80% reasoning steps
Reporting date: (not necessarily the event date)
Sources
Attribution and reporting linked by this record; links do not imply independent verification.
- Welcome to December 29, 2025 (theinnermostloop.substack.com)
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