Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
Use This Via API or MCP
Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
Use This Via API or MCP
Route this paper proof surface into REST, MCP, or developer workflows while preserving the same evidence receipt and related-resource context.
Page Freshness
Canonical route: /signal-canvas/hedge-bench-benchmarking-agents-on-hard-realistic-tasks-pertaining-to-financial-reasoning
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID hedge-bench-benchmarking-agents-on-hard-realistic-tasks-pertaining-to-financial-reasoning | Route /signal-canvas/hedge-bench-benchmarking-agents-on-hard-realistic-tasks-pertaining-to-financial-reasoning
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/hedge-bench-benchmarking-agents-on-hard-realistic-tasks-pertaining-to-financial-reasoningMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "hedge-bench-benchmarking-agents-on-hard-realistic-tasks-pertaining-to-financial-reasoning",
"query_text": "Summarize Hedge-Bench: Benchmarking Agents on Hard, Realistic Tasks Pertaining to Financial Reasoning"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Hedge-Bench: Benchmarking Agents on Hard, Realistic Tasks Pertaining to Financial Reasoning",
"normalized_query": "2606.03918",
"route": "/signal-canvas/hedge-bench-benchmarking-agents-on-hard-realistic-tasks-pertaining-to-financial-reasoning",
"paper_ref": "hedge-bench-benchmarking-agents-on-hard-realistic-tasks-pertaining-to-financial-reasoning",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Hedge-Bench: Benchmarking Agents on Hard, Realistic Tasks Pertaining to Financial Reasoning
PDF: https://arxiv.org/pdf/2606.03918v1
Repository: https://github.com/goodfeli/dlbook_notation
Source count: 4
Coverage: 67%
Last proof check: 2026-06-03T20:32:57.468Z
Signal Canvas receipt window
/buildability/hedge-bench-benchmarking-agents-on-hard-realistic-tasks-pertaining-to-financial-reasoning
Subject: Hedge-Bench: Benchmarking Agents on Hard, Realistic Tasks Pertaining to Financial Reasoning
Verdict
Preparing verified analysis
Dimensions overall score 4.0
{"file name": "input.pdf", "number of pages": 12, "author": "Eric Cho; Shawn Huang; Alice Lu; Andy Lyu", "title": "Hedge-Bench: Benchmarking Agents on Hard, Realistic Tasks Pertaining to Financial Reasoning"
Implication not extracted yet.
partial
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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/hedge-bench-benchmarking-agents-on-hard-realistic-tasks-pertaining-to-financial-reasoning
Paper ref
hedge-bench-benchmarking-agents-on-hard-realistic-tasks-pertaining-to-financial-reasoning
arXiv id
2606.03918
Generated at
2026-06-03T20:32:57.468Z
Evidence freshness
fresh
Last verification
2026-06-03T20:32:57.468Z
Sources
4
References
0
Coverage
67%
Lineage hash
77a45396e3526b22e95cc52258a97605ca7300fe22f9dbb9e5ce316feb972ca9
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
paper_extraction_scorecards