InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking explores A hierarchical agent framework that accelerates web information seeking by parallelizing evidence aggregation and reflection.. 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/infoseeker-a-scalable-hierarchical-parallel-agent-framework-for-web-information-seeking
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID infoseeker-a-scalable-hierarchical-parallel-agent-framework-for-web-information-seeking | Route /paper/infoseeker-a-scalable-hierarchical-parallel-agent-framework-for-web-information-seeking
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/infoseeker-a-scalable-hierarchical-parallel-agent-framework-for-web-information-seekingMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.02971"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking",
"normalized_query": "2604.02971",
"route": "/paper/infoseeker-a-scalable-hierarchical-parallel-agent-framework-for-web-information-seeking",
"paper_ref": "infoseeker-a-scalable-hierarchical-parallel-agent-framework-for-web-information-seeking",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/infoseeker-a-scalable-hierarchical-parallel-agent-framework-for-web-information-seeking
Subject: InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking
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.
Receipt path
/buildability/infoseeker-a-scalable-hierarchical-parallel-agent-framework-for-web-information-seeking
Paper ref
infoseeker-a-scalable-hierarchical-parallel-agent-framework-for-web-information-seeking
arXiv id
2604.02971
Generated at
2026-04-06T20:12:49.631Z
Evidence freshness
fresh
Last verification
2026-04-06T20:12:49.631Z
Sources
0
References
0
Coverage
0%
Lineage hash
e2b54633b2d29a3e4242103e976ecb214cb6ad713043c8d53a0653ed4cfe2d2f
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.
Verification pending / evidence receipt incomplete
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
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.
No public competitor map is available for this paper yet.
Owned Distribution
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References are not available from the internal index yet.