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CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Multi-Agent arxiv arXiv:2604.01658 PDF β†—
endedtowardsevolutiondiscoverycoralopenautonomousheartbeathigher
Introduces long-running multi-agent systems that self-evolve via shared persistent memory, asynchronous execution, and heartbeat-based interventions; 3–10Γ— higher improvement rates than fixed evolutionary-search baselines on 10 math/algorithmic/systems tasks.
5~10λΆ„. 제λͺ©β†’μ΄ˆλ‘β†’μΈνŠΈλ‘œβ†’μ„Ήμ…˜ν—€λ”β†’κ·Έλ¦Όβ†’κ²°λ‘ λ§Œ.
νŒλ‹¨: μ–΄λ–€ 문제λ₯Ό ν’€κ³  / 핡심 아이디어 / λ‚΄ μž‘μ—…κ³Ό κ΄€λ ¨ μžˆλ‚˜?
~1μ‹œκ°„. κ·Έλ¦ΌΒ·ν‘œλ₯Ό 꼼꼼히. 증λͺ…Β·μˆ˜μ‹ λ””ν…ŒμΌμ€ κ±΄λ„ˆλœ€.
μ‚°μΆœλ¬Ό: "이듀이 뭘 ν–ˆκ³  μ™œ 그게 ν†΅ν•˜λŠ”κ°€" ν•œ 문단.
μž¬ν˜„ν•˜λ“― 읽기. 가정을 μ˜μ‹¬. 직접 인용/λ°˜λ°•ν•  λ…Όλ¬Έλ§Œ.
렌즈: "λ‚΄ ν”Œλ¦Ώμ—μ„œ μΈ‘μ •ν•˜λ©΄ μ €μžκ°€ λͺ» ν•œ 무엇을 보여쀄 수 μžˆλ‚˜?"

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