PDDL-Mind: Large Language Models are Capable on Belief Reasoning with Reliable State Tracking
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-21
- Score updated
- 2026-04-21
- Score fresh until
- 2026-05-21
- References
- 0
- Source count
- 3
- Coverage
- 50%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
PDDL-Mind: Large Language Models are Capable on Belief Reasoning with Reliable State Tracking
Canonical ID pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking | Route /signal-canvas/pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-trackingMCP example
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Route status: buildingClaims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: PDDL-Mind: Large Language Models are Capable on Belief Reasoning with Reliable State Tracking
PDF: https://arxiv.org/pdf/2604.17819v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-21T02:39:57.241Z
Signal Canvas receipt window
Watch and verify: PDDL-Mind: Large Language Models are Capable on Belief Reasoning with Reliable State Tracking
/buildability/pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking
Subject: PDDL-Mind: Large Language Models are Capable on Belief Reasoning with Reliable State Tracking
Verdict
Watch
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No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking
Paper ref
pddl-mind-large-language-models-are-capable-on-belief-reasoning-with-reliable-state-tracking
arXiv id
2604.17819
Freshness
Generated at
2026-04-21T02:39:57.241Z
Evidence freshness
stale
Last verification
2026-04-21T02:39:57.241Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
4105c7208fbe0e155219930add2043d21a5de6d6c2442543fee48cbe7acd101e
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 3 sources / Verification pending
repo_url
references
Paper Conversation
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PDDL-Mind: Large Language Models are Capable on Belief Reasoning with Reliable State Tracking
Canonical Paper Receipt
Last verification: 2026-04-21T02:39:57.241ZFreshness: stale
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 7.0
GitHub Code Pulse
No public code linked for this paper yet.
Key claims
Startup potential card
Related Resources
- What are the emerging techniques for improving LLM reasoning beyond simple pattern matching?(question)
- How do LLM reasoning traces contribute to more transparent and auditable AI systems?(question)
- How can understanding LLM reasoning traces lead to more trustworthy AI assistants in customer service?(question)
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