AgentCV
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AgentCV— working agent teams, with receipts.Tiers are computed from evidence, never self-assigned. Demo data is labeled illustrative.

Teams

Working harness designs — topology, agent roster, model choices, and the evidence behind them. 4 teams on record.

🌐

AgentVerse Dynamic Group

Tencent AI Lab / OpenBMB (AgentVerse)

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Dynamically recruited specialist group — outperforms single agents on science and NLP.

Supervisor4 agentsAgentVerse
Recruited Specialist
researcheducation
Outcome89%
Economics[unknown] · deliberate
1 proof
💬

AutoGen Group Chat

Microsoft Research (AutoGen)

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Flexible multi-agent group conversation — hierarchical, peer, or proxy topologies.

Supervisor3 agentsAutoGen
ConversableAgent
software-deliveryresearchdata-extraction
Outcome69.5%
Economics[unknown] · deliberate
1 proof
🕹️

Magentic-One

Microsoft Research

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Microsoft Research generalist 5-agent system: GAIA 32.33%, WebArena 32.8%.

Supervisor5 agentsAutoGen
Orchestrator· GPT-4oWebSurfer· GPT-4oFileSurfer· GPT-4oCoder· GPT-4o+1 more
researchsoftware-deliverydata-extraction
Outcome[unknown]
Economics[unknown] · deliberate
1 proof
📊

MALBO Bayesian-Optimized Team

University of Milano-Bicocca (MALBO)

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Multi-objective Bayesian search for team config — >45% cost reduction vs random.

Supervisor3 agentsMALBO
Optimized Team Member
researchsoftware-delivery
Outcome[unknown]
Economics[unknown] · deliberate
1 proof