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PRISM-MCTS: Learning from Reasoning Trajectories with Metacognitive Reflection

Stale18d agoVerification pending / evidence receipt incomplete
Viability
0.0/10

Compared to this week’s papers

Verification pending

Use This Via API or MCP

Use Signal Canvas as the narrative proof surface

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.

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/prism-mcts-learning-from-reasoning-trajectories-with-metacognitive-reflection

stale
Proof freshness
fresh
Proof status
unverified
Display score
7/10
Last proof check
2026-04-08
Score updated
2026-04-08
Score fresh until
2026-05-08
References
0
Source count
0
Coverage
0%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

PRISM-MCTS: Learning from Reasoning Trajectories with Metacognitive Reflection

Canonical ID prism-mcts-learning-from-reasoning-trajectories-with-metacognitive-reflection | Route /signal-canvas/prism-mcts-learning-from-reasoning-trajectories-with-metacognitive-reflection

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/prism-mcts-learning-from-reasoning-trajectories-with-metacognitive-reflection

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "prism-mcts-learning-from-reasoning-trajectories-with-metacognitive-reflection",
    "query_text": "Summarize PRISM-MCTS: Learning from Reasoning Trajectories with Metacognitive Reflection"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "PRISM-MCTS: Learning from Reasoning Trajectories with Metacognitive Reflection",
  "normalized_query": "2604.05424",
  "route": "/signal-canvas/prism-mcts-learning-from-reasoning-trajectories-with-metacognitive-reflection",
  "paper_ref": "prism-mcts-learning-from-reasoning-trajectories-with-metacognitive-reflection",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: PRISM-MCTS: Learning from Reasoning Trajectories with Metacognitive Reflection

PDF: https://arxiv.org/pdf/2604.05424v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-04-08T03:53:38.451Z

Signal Canvas receipt window

Watch and verify: PRISM-MCTS: Learning from Reasoning Trajectories with Metacognitive Reflection

/buildability/prism-mcts-learning-from-reasoning-trajectories-with-metacognitive-reflection

Watchwatch

Subject: PRISM-MCTS: Learning from Reasoning Trajectories with Metacognitive Reflection

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.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evidence ids

Receipt path

/buildability/prism-mcts-learning-from-reasoning-trajectories-with-metacognitive-reflection

Paper ref

prism-mcts-learning-from-reasoning-trajectories-with-metacognitive-reflection

arXiv id

2604.05424

Freshness

Generated at

2026-04-08T03:53:38.451Z

Evidence freshness

fresh

Last verification

2026-04-08T03:53:38.451Z

Sources

0

References

0

Coverage

0%

Hash state

Lineage hash

d8718941623df9e80acdd3005c0a4b6b2412d72b84f81c6c184a9e18a4bfb3fb

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: paper_evidence_receipts.references_count
  • Missing: paper_evidence_receipts.coverage
  • Unknown: Canonical evidence receipt has not been materialized yet.

Verification pending / evidence receipt incomplete

paper_evidence_receipts.references_count

paper_evidence_receipts.coverage

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

PRISM-MCTS: Learning from Reasoning Trajectories with Metacognitive Reflection

Overall score: 7/10
Lineage: d8718941623d

Canonical Paper Receipt

Last verification: 2026-04-08T03:53:38.451Z

Freshness: fresh

Proof: unverified

Repo: missing

References: 0

Sources: 0

Coverage: 0%

Missingness
  • - paper_evidence_receipts.references_count
  • - paper_evidence_receipts.coverage
Unknowns
  • - Canonical evidence receipt has not been materialized yet.

Preparing verified analysis

Dimensions overall score 7.0

GitHub Code Pulse

No public code linked for this paper yet.

Claim map

No public claim map is available for this paper yet.

Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

Startup potential card

Startup potential card preview

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