"Stateless Language Agents: Scaling Long-Horizon Automated Research" Long-running AI research agents waste tokens revisiting old ideas or repeating experiments. Stateless Language Agents (SLA) instead store research progress externally, giving each agent a fresh, focused
Stateless Research Agents Store Progress Externally to Avoid Repeated Work
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