CORAL Accepted to COLM 2026
zhaoran_wang · x · 2026-07-14
The paper CORAL: Towards Autonomous Multi-Agent Evolution has been accepted by COLM 2026.
The authors explore what happens when AI agents are no longer bound by fixed workflows and instead begin to collaborate, organize, accumulate knowledge, and co-evolve. This work focuses on "self-evolving multi-agent" systems, emphasizing that agents do more than just execute tasks—they can form continuously growing collaborative structures within the system.
The post also includes links to the paper and project page, encouraging readers to explore the full work.
More from coding & agent
- AI agents are starting to strain code hosting platforms — craigsdennis · 2026-07-21
- Async OPD distillation doubles throughput while matching synchronous math accuracy — _lewtun · 2026-07-21
- Omnigent 0.6.0 adds Claude Code imports, Slack approvals and desktop apps — matei_zaharia · 2026-07-21
- Google appears to have quietly shipped Gemini 3.6 Flash, with lower pricing and better agentic scores — xiaohu · 2026-07-21
- Open-source CLI audits AI tools, MCP configs, and agent skills on local machines — Initial-Copy332 · 2026-07-21
- Coding agents feel less stressful when the 5-hour limits are temporarily removed — iamrobotbear · 2026-07-21