This equation captures one of the core mathematical components of the system. compute g = RESTRICT(f, h), such that g(x) = f(x) on all assignments x where
SemML 2.0: Synthesizing Controllers for LTL explores A tool that synthesizes reactive systems from LTL specifications, outperforming state-of-the-art tools with ML guidance and heuristics for efficient and compact solutions.. Commercial viability score: 7/10 in Formal Methods & Synthesis.
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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/semml-2-0-synthesizing-controllers-for-ltl
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID semml-2-0-synthesizing-controllers-for-ltl | Route /paper/semml-2-0-synthesizing-controllers-for-ltl
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/semml-2-0-synthesizing-controllers-for-ltlMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.24102"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "SemML 2.0: Synthesizing Controllers for LTL",
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"route": "/paper/semml-2-0-synthesizing-controllers-for-ltl",
"paper_ref": "semml-2-0-synthesizing-controllers-for-ltl",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/semml-2-0-synthesizing-controllers-for-ltl
Subject: SemML 2.0: Synthesizing Controllers for LTL
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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
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Preparing verified analysis
Dimensions overall score 7.0
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. compute g = RESTRICT(f, h), such that g(x) = f(x) on all assignments x where
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Receipt path
/buildability/semml-2-0-synthesizing-controllers-for-ltl
Paper ref
semml-2-0-synthesizing-controllers-for-ltl
arXiv id
2604.24102
Generated at
2026-04-28T15:18:16.700Z
Evidence freshness
fresh
Last verification
2026-04-28T15:18:16.700Z
Sources
3
References
0
Coverage
50%
Lineage hash
f2eb58633bcd83436890bc4754127b14cf682e37a54918dfc1f0fd289cdd6e19
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 / 3 sources / Verification pending
repo_url
references
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This equation captures one of the core mathematical components of the system. relation |=. Let w ∈Σω be an ω-word for which we define w[i] to be its i-th letter
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This equation captures one of the core mathematical components of the system. translating the formula φ = F a ∧G F b ∧F G c to a DPA using this construction.
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