Media Summary: In this AI Research Roundup episode, Alex discusses the paper: 'Your Agent May In this episode of EvoAgentX Talk, Ouyang Siru (profile: presents a detailed sharing on SkillOS, ... In this AI Research Roundup episode, Alex discusses the paper: '

Misevolution Risks In Self Evolving - Detailed Analysis & Overview

In this AI Research Roundup episode, Alex discusses the paper: 'Your Agent May In this episode of EvoAgentX Talk, Ouyang Siru (profile: presents a detailed sharing on SkillOS, ... In this AI Research Roundup episode, Alex discusses the paper: ' Can AI truly learn from experience to fight health misinformation? In this video, we explore EvONOTE, a groundbreaking ... This paper disentangles two distinct capabilities in Most AI agents today are "frozen" in time. When deployed in the real world, they often struggle because they lack the specific ...

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Misevolution: Risks in Self‑Evolving LLM Agents
Your Agent May Misevolve Emergent Risks in Self-evolving LLM Agents
MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation (May 202
EvoAgentX Talk: SkillOS: Learning Skill Curation for Self-Evolving Agents
Q-Evolve: Self-Evolving LLM Agents
EP228 Do Self Evolving Agents Forget
EvONOTE: Self-Evolving AI Agents for Faster, Better Health Misinformation Correction
Harness Self-Evolution in LLM Agents: Who Updates Well, Who Benefits Most
How LLM Agents Evolve Themselves: The OpenSkill Breakthrough (No Supervision Needed!)
Scientists Built AI That Evolves Like Life Itself
Self evolving
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Misevolution: Risks in Self‑Evolving LLM Agents

Misevolution: Risks in Self‑Evolving LLM Agents

In this AI Research Roundup episode, Alex discusses the paper: 'Your Agent May

Your Agent May Misevolve Emergent Risks in Self-evolving LLM Agents

Your Agent May Misevolve Emergent Risks in Self-evolving LLM Agents

Paper: https://arxiv.org/abs/2509.26354 Title: Your Agent May

MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory

MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory

Paper: MemRL:

MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation (May 202

MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation (May 202

Title: MUSE-Autoskill:

EvoAgentX Talk: SkillOS: Learning Skill Curation for Self-Evolving Agents

EvoAgentX Talk: SkillOS: Learning Skill Curation for Self-Evolving Agents

In this episode of EvoAgentX Talk, Ouyang Siru (profile: https://siruo2.notion.site/) presents a detailed sharing on SkillOS, ...

Q-Evolve: Self-Evolving LLM Agents

Q-Evolve: Self-Evolving LLM Agents

In this AI Research Roundup episode, Alex discusses the paper: '

EP228 Do Self Evolving Agents Forget

EP228 Do Self Evolving Agents Forget

Do

EvONOTE: Self-Evolving AI Agents for Faster, Better Health Misinformation Correction

EvONOTE: Self-Evolving AI Agents for Faster, Better Health Misinformation Correction

Can AI truly learn from experience to fight health misinformation? In this video, we explore EvONOTE, a groundbreaking ...

Harness Self-Evolution in LLM Agents: Who Updates Well, Who Benefits Most

Harness Self-Evolution in LLM Agents: Who Updates Well, Who Benefits Most

This paper disentangles two distinct capabilities in

How LLM Agents Evolve Themselves: The OpenSkill Breakthrough (No Supervision Needed!)

How LLM Agents Evolve Themselves: The OpenSkill Breakthrough (No Supervision Needed!)

Most AI agents today are "frozen" in time. When deployed in the real world, they often struggle because they lack the specific ...

Scientists Built AI That Evolves Like Life Itself

Scientists Built AI That Evolves Like Life Itself

SEAL: Synergistic Co-

Self evolving

Self evolving

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EP228: Why self-evolving AI forgets basic tasks

EP228: Why self-evolving AI forgets basic tasks

Title: Do