Multi-Agent Self-Supervision (MASS)
- Multi-Agent Self-SupervisionRecursive self-improvement through collective intelligence To advance beyond humanity's accumulated knowledge, AI itself (the optimizee) may also be its best available optimizer and evaluator.
- MASS repeatedly optimizes multi-agent workflows, then distills collective intelligence from multi-agent systems and uses it as a self-supervision signal for RSI.
- It improves score per output token over the base model on research benchmarks.
Unverified
- Multi-Agent Self-SupervisionRecursive self-improvement through collective intelligence To advance beyond humanity's accumulated knowledge, AI itself (the optimizee) may also be its best available optimizer and evaluator.
- MASS repeatedly optimizes multi-agent workflows, then distills collective intelligence from multi-agent systems and uses it as a self-supervision signal for RSI.
- It improves score per output token over the base model on research benchmarks.
Sources: Sakana