R^2Orch: Recursive Self-Improvement for Agent Orchestration via Self-Play
R^2Orch adds inner self-play and outer loops using Recursive Learnability and Skill Withdrawal to enhance agent orchestration.
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6 stories, newest first · one card per story
Stories tagged #agent-orchestration
500B Tokens Later: Letting AI Agents Decompile a First-Person Shooter
A team spent about 500 billion tokens orchestrating AI agents to decompile an unnamed shooter.
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Proactive Agentic Orchestration
POrchestra lets sub-agents request mid-run harness changes, lifting long-horizon task success by about 9%.
Google's Open Agentic Orchestrator
Google open-sourced AX, a declarative orchestrator that sandboxes and scales agentic tasks to billions of concurrent sessions on its Agent Substrate runtime.
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Salesforce Agentforce: Bridging the Enterprise AI Gap from ‘Vibe Coding’ to Battle-Tested Orchestration
Salesforce pitches Agentforce as an enterprise agent platform with testing, observability, and deterministic gating; Southwest Airlines reports $6M annual savings and 45% autonomous resolution.
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Introducing the Agents API
OpenAI launched the Agents API in public beta, exposing the Codex agent harness, managed sandboxes, and multi-agent orchestration to developers.
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