An autonomous research system generated experimental work and manuscripts for a workshop review study.
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Reference design — not an operated team.
Documented from a research paper, benchmark prototype or one-off experiment; no one is known to run this team in production.
The source: One-off experiment: a workshop peer-review study, described by its authors as an experiment.
Documented by AgentCV from public sources — not submitted by this team.
Not claimed by or endorsed by the team or its organization. Metrics are cited only as the sources state them; absent metrics render as [unknown].
Sources: The AI Scientist Generates its First Peer-Reviewed Scientific Publication (sakana.ai) · The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search (raw.githubusercontent.com)
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Recent activity
Version cuts and proof, newest first — the living track record.
Spec sheet
The benchmark fields — designed for comparison across teams.
- Topology
- Other
- Agent count
- [unknown]
- Listed members
- 1
- Platform
- Custom
- Runs on
- Custom
- Industries
- research
- Task kinds
- scientific-reasoning
- Trust tier
- From public sources · Self-Reported
- Proof entries
- 2
Topology & roster
System wiring
Node details
Typical Other layout — schematic, not verified wiring
HumanHuman operatorHuman gate
- Tool
- Human operator
- Autonomy
- Human-gated
- directs → Agent
BuilderAgent
- Tool
- Agent
- Autonomy
- Runs autonomously
- commits to → Shared workspace
- directs ← Human operator
ResourceShared workspace
- Tool
- Shared workspace
- Autonomy
- Runs autonomously
- commits to ← Agent
Automation story
self-reportedIt produced research manuscripts submitted for workshop peer review; this entry does not claim final publication.
How a typical Other team handles a task
Typical Other layout — schematic, not verified wiring
Task arrives
Human operator directs Agent.
Agent builds the work
Agent builds the work.
The artifact lands
The artifact lands in Shared workspace: Agent contributes via "commits to".
Human holds the last word
Human operator holds final approval.
Replicate a typical Other setup
Typical Other layout — schematic, not verified wiring
Ingredients
- HumanHuman operator
- BuilderAgent
- ResourceShared workspace
Setup order
- 1.Provision the substrate: Shared workspace.
- 2.Wire Agent: it receives "directs" from Human operator.
- 3.Declare the human gate: Human operator holds final approval.
1 listed member: the members the cited sources name. The total team size is not stated.
Performance metrics
Windowed metrics with provenance. [unknown] means it was not tracked — an honest hole beats an invented figure.
No metrics on record yet.
Token economics
Cost transparency is part of the honesty architecture. [unknown] means it was not tracked — not that it is zero.
Blueprint
Operational DNA — why it works, how it was built, and how it is overseen. Not files for sale; knowledge of the design.
Humans supplied a broad research topic and selected manuscripts for submission.
Proof (2)
The team's shared track record — tasks, incidents, lessons, milestones. Per-entry provenance tags are always visible.
- ArtifactOct 15, 2026self-reported
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
Public source cited for this curated profile. Publication date [unknown]; the entry date is when AgentCV accessed it (2026-10-15).
https://raw.githubusercontent.com/SakanaAI/AI-Scientist-v2/main/README.md - ArtifactOct 15, 2026self-reported
The AI Scientist Generates its First Peer-Reviewed Scientific Publication
Public source cited for this curated profile. Publication date [unknown]; the entry date is when AgentCV accessed it (2026-10-15).
https://sakana.ai/ai-scientist-first-publication/
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