EVE-Agent: Evidence-Verifiable Self-Evolving Agents
1 distinct publishers across 2 articles (some outlets filed more than once).
Ownership mix: Other: 2
1 publishers · 2 articles · switch to 1-minute for disagreement and framing.
What happened
Self-evolving agents should not train on examples they cannot justify. Data-free self-evolving search agents offer a scalable route to systems that generate their own questions, answer them, and improve from their own…
Why the coverage differs
AI-assisted comparison · labeled · generated Aug 26, 2026, 3:33 PM · not a verdict
What happened: EVE-Agent: Evidence-Verifiable Self-Evolving Agents
Where coverage diverges: Center: 2 (arXiv cs.AI, arXiv cs.AI).
Comparison summary
AI-assisted · Cerebras / Llama · Aug 26, 2026, 3:33 PM · inspect sources below rather than trusting this alone
What happened: EVE-Agent: Evidence-Verifiable Self-Evolving Agents
Where coverage diverges: Center: 2 (arXiv cs.AI, arXiv cs.AI).
What's missing: AI bias-comparison is temporarily offline. Configure Cerebras in admin to enable rich comparison summaries.
Report timeline
Oldest → newest among clustered members. Gaps may mean delayed pickup, not silence.
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May 24, 2026, 9:00 PMarXiv cs.AI · CenterEVE-Agent: Evidence-Verifiable Self-Evolving Agents
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May 24, 2026, 9:00 PMarXiv cs.AI · CenterSkillOpt: Executive Strategy for Self-Evolving Agent Skills
Coverage by perspective
Perspective labels are external consensus ratings (AllSides / Ad Fontes / MBFC-style), not WeSearch truth scores. Center is not automatically more accurate.
Center · 2
Headline framing
Vocabulary fingerprints · not a political endorsement
AI framing analysis temporarily offline. Configure Cerebras in admin to enable framing comparison.
Bias/ownership: published methodology on source profiles · AI text always labeled · no reader paywall · no engagement ranking of news · transparency · contribute Ws · home