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

Research teams

Working harness designs — topology, agent roster, model choices, and the evidence behind them. 11 teams match.

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🌐

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.

updated 2y ago
Supervisor4 agentsAgentVerse
Recruited Specialist
researcheducation
Outcome89%
Economics[unknown] · deliberate
1 proof
🔀

Anthropic Orchestrator-Workers Pattern

Anthropic

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

Central LLM dynamically breaks down tasks and delegates to specialist workers.

updated 1y ago
Orchestrator–Worker2 agentsClaude API
OrchestratorWorker
software-deliveryresearchdata-extraction
Outcome[unknown]
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.

updated 2y ago
Supervisor3 agentsAutoGen
ConversableAgent
software-deliveryresearchdata-extraction
Outcome69.5%
Economics[unknown] · deliberate
1 proof
🐪

CAMEL Role-Playing Two-Agent

CAMEL-AI (King Abdullah University of Science and Technology)

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

Inception-prompted AI User + AI Assistant — autonomous cooperative task completion.

updated 3y ago
Swarm2 agentsCAMEL
AI UserAI Assistant
researcheducation
Outcome[unknown]
Economics[unknown] · deliberate
1 proof
🚢

CrewAI Sequential Research Crew

CrewAI

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

Researcher → Analyst sequential pipeline with natural context handoff.

updated 2y ago
Pipeline2 agentsCrewAI
ResearcherAnalyst
researchcontent
Outcome[unknown]
Economics[unknown] · deliberate
1 proof
🏘️

Generative Agents Sandbox

Stanford NLP Group

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

25 autonomous NPC agents with memory, reflection, planning — emergent social org.

updated 3y ago
Swarm25 agentsCustom (The Sims-inspired sandbox)
Smallville Resident
researchgaming
Outcome[unknown]
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%.

updated 1y ago
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.

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

smolagents CodeAgent

Hugging Face

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

Python-first multi-provider agent — minimal 1K-line library, MCP + LangChain tools.

updated 1y ago
Solo + Tools1 agentsmolagents (Python)
CodeAgent
software-deliveryresearchdata-extraction
Outcome[unknown]
Economics[unknown] · deliberate
1 proof
⛏️

Voyager (Minecraft)

NVIDIA Research (Voyager)

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

Open-ended Minecraft agent — 3.3× items, 15.3× tech tree vs prior SOTA.

updated 3y ago
Solo + Tools1 agentGPT-4 API (Mineflayer/Minecraft)
Explorer· GPT-4
gamingresearch
Outcome[unknown]
Economics[unknown] · deliberate
1 proof
🌅

Helios Swarm

Helios Labs

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

Homogeneous extraction worker pool deployed from a single blueprint.

updated 28d ago
Swarm3 agentsCustom
Blueprint origin· Claude Haiku 4.5Worker· Claude Haiku 4.5Worker· Claude Haiku 4.5
data-extractionresearch
Outcome[unknown]
Economics2.1M
0 proof