ProofSketcher: Hybrid LLM + Lightweight Proof Checker for Reliable Math/Logic Reasoning explores A hybrid system combining LLMs with lightweight proof checkers for more reliable mathematical and logical reasoning.. Commercial viability score: 3/10 in AI Reasoning.
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/proofsketcher-hybrid-llm-lightweight-proof-checker-for-reliable-math-logic-reasoning
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 proofsketcher-hybrid-llm-lightweight-proof-checker-for-reliable-math-logic-reasoning | Route /paper/proofsketcher-hybrid-llm-lightweight-proof-checker-for-reliable-math-logic-reasoning
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/proofsketcher-hybrid-llm-lightweight-proof-checker-for-reliable-math-logic-reasoningMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.06401"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "ProofSketcher: Hybrid LLM + Lightweight Proof Checker for Reliable Math/Logic Reasoning",
"normalized_query": "2604.06401",
"route": "/paper/proofsketcher-hybrid-llm-lightweight-proof-checker-for-reliable-math-logic-reasoning",
"paper_ref": "proofsketcher-hybrid-llm-lightweight-proof-checker-for-reliable-math-logic-reasoning",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/proofsketcher-hybrid-llm-lightweight-proof-checker-for-reliable-math-logic-reasoning
Subject: ProofSketcher: Hybrid LLM + Lightweight Proof Checker for Reliable Math/Logic Reasoning
Verdict
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.
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 3.0
No public claim map is available for this paper yet.
No public competitor map is available for this paper yet.
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/proofsketcher-hybrid-llm-lightweight-proof-checker-for-reliable-math-logic-reasoning
Paper ref
proofsketcher-hybrid-llm-lightweight-proof-checker-for-reliable-math-logic-reasoning
arXiv id
2604.06401
Generated at
2026-04-09T20:10:12.125Z
Evidence freshness
fresh
Last verification
2026-04-09T20:10:12.125Z
Sources
0
References
0
Coverage
17%
Lineage hash
c407fd2a4f7b5d29fb77065f43609dd09496e2c3fb0eef97e4654715638523ab
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
repo_url
references