The Cognitive Circuit Breaker: A Systems Engineering Framework for Intrinsic AI Reliability explores A framework to detect LLM hallucinations by analyzing internal model states, reducing latency and computational overhead for mission-critical applications.. Commercial viability score: 4/10 in LLM Reliability.
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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/the-cognitive-circuit-breaker-a-systems-engineering-framework-for-intrinsic-ai-reliability
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 the-cognitive-circuit-breaker-a-systems-engineering-framework-for-intrinsic-ai-reliability | Route /paper/the-cognitive-circuit-breaker-a-systems-engineering-framework-for-intrinsic-ai-reliability
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/the-cognitive-circuit-breaker-a-systems-engineering-framework-for-intrinsic-ai-reliabilityMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.13417"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "The Cognitive Circuit Breaker: A Systems Engineering Framework for Intrinsic AI Reliability",
"normalized_query": "2604.13417",
"route": "/paper/the-cognitive-circuit-breaker-a-systems-engineering-framework-for-intrinsic-ai-reliability",
"paper_ref": "the-cognitive-circuit-breaker-a-systems-engineering-framework-for-intrinsic-ai-reliability",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/the-cognitive-circuit-breaker-a-systems-engineering-framework-for-intrinsic-ai-reliability
Subject: The Cognitive Circuit Breaker: A Systems Engineering Framework for Intrinsic AI Reliability
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
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Preparing verified analysis
Dimensions overall score 4.0
No public claim map is available for this paper yet.
No public competitor map is available for this paper yet.
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/the-cognitive-circuit-breaker-a-systems-engineering-framework-for-intrinsic-ai-reliability
Paper ref
the-cognitive-circuit-breaker-a-systems-engineering-framework-for-intrinsic-ai-reliability
arXiv id
2604.13417
Generated at
2026-04-16T18:20:53.396Z
Evidence freshness
stale
Last verification
2026-04-16T18:20:53.396Z
Sources
3
References
0
Coverage
50%
Lineage hash
4bb794524f4b411075b9a2eb609d2f713fb73d72915c0b2226576875ed45a366
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