proof blockPage 368%
This equation captures one of the core mathematical components of the system. f (a, T ) that estimates the relevance of an agent a ∈C to task T , and produces a ranked list
Page and bbox are available; crop image is pending.
AgentSearchBench: A Benchmark for AI Agent Search in the Wild explores AgentSearchBench is a large-scale benchmark for evaluating AI agent search in real-world scenarios, demonstrating that execution-aware signals significantly improve agent discovery.. Commercial viability score: 7/10 in Agents.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/agentsearchbench-a-benchmark-for-ai-agent-search-in-the-wild
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID agentsearchbench-a-benchmark-for-ai-agent-search-in-the-wild | Route /paper/agentsearchbench-a-benchmark-for-ai-agent-search-in-the-wild
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/agentsearchbench-a-benchmark-for-ai-agent-search-in-the-wildMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.22436"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "AgentSearchBench: A Benchmark for AI Agent Search in the Wild",
"normalized_query": "2604.22436",
"route": "/paper/agentsearchbench-a-benchmark-for-ai-agent-search-in-the-wild",
"paper_ref": "agentsearchbench-a-benchmark-for-ai-agent-search-in-the-wild",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/agentsearchbench-a-benchmark-for-ai-agent-search-in-the-wild
Subject: AgentSearchBench: A Benchmark for AI Agent Search in the Wild
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 7.0
No public claim map is available for this paper yet.
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. f (a, T ) that estimates the relevance of an agent a ∈C to task T , and produces a ranked list
Page and bbox are available; crop image is pending.
Owned Distribution
Get the weekly shortlist of commercializable papers, benchmark movers, and proof receipts that matter for product execution.
References are not available from the internal index yet.
Receipt path
/buildability/agentsearchbench-a-benchmark-for-ai-agent-search-in-the-wild
Paper ref
agentsearchbench-a-benchmark-for-ai-agent-search-in-the-wild
arXiv id
2604.22436
Generated at
2026-04-27T20:15:08.926Z
Evidence freshness
fresh
Last verification
2026-04-27T20:15:08.926Z
Sources
4
References
0
Coverage
67%
Lineage hash
2b19210f0b759eec7a5136e02427793c72eab04f4bc128837318456a09f1d826
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 4 sources / Verification pending
references
proof_status
This equation captures one of the core mathematical components of the system. Oranked = argsorta∈C f (a, T ).
Page and bbox are available; crop image is pending.
This equation defines the score or evaluation function that determines model quality.
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.