proof blockPage 576%
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Reasoning Primitives in Hybrid and Non-Hybrid LLMs explores This paper investigates reasoning primitives in LLMs, comparing hybrid and attention-only architectures on tasks requiring recall and state-tracking.. Commercial viability score: 1/10 in LLM Reasoning.
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Page Freshness
Canonical route: /paper/reasoning-primitives-in-hybrid-and-non-hybrid-llms
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID reasoning-primitives-in-hybrid-and-non-hybrid-llms | Route /paper/reasoning-primitives-in-hybrid-and-non-hybrid-llms
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/reasoning-primitives-in-hybrid-and-non-hybrid-llmsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.21454"
}
}source_context
{
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"paper_ref": "reasoning-primitives-in-hybrid-and-non-hybrid-llms",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/reasoning-primitives-in-hybrid-and-non-hybrid-llms
Subject: Reasoning Primitives in Hybrid and Non-Hybrid LLMs
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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Insufficient data
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Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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Dimensions overall score 1.0
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Receipt path
/buildability/reasoning-primitives-in-hybrid-and-non-hybrid-llms
Paper ref
reasoning-primitives-in-hybrid-and-non-hybrid-llms
arXiv id
2604.21454
Generated at
2026-04-24T20:33:21.433Z
Evidence freshness
fresh
Last verification
2026-04-24T20:33:21.433Z
Sources
3
References
0
Coverage
50%
Lineage hash
ac8b7dda36127dc7180485b765e53fa010ece97b0170e48216d1d256d06d605b
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
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This equation captures one of the core mathematical components of the system. - a, b = c, d ... [all swaps] ... The Planet with the Orbital Period (days) = a is
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This equation captures one of the core mathematical components of the system. from m = 4, n = 4 to m = 64, n = 64. Neither model exhibits reliable sensitivity to task structure, and neither
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