proof blockPage 368%
This equation captures one of the core mathematical components of the system. boundaries of a High Entropy Phase, we introduce a state variable Si ∈{0, 1} to denote the
Page and bbox are available; crop image is pending.
Entropy Centroids as Intrinsic Rewards for Test-Time Scaling explores Entropy Centroids offer an intrinsic reward for LLM test-time scaling by identifying temporal patterns of model uncertainty, enabling selection of higher quality responses without external reward models.. Commercial viability score: 8/10 in LLM Inference Optimization.
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Canonical route: /paper/entropy-centroids-as-intrinsic-rewards-for-test-time-scaling
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
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Canonical ID entropy-centroids-as-intrinsic-rewards-for-test-time-scaling | Route /paper/entropy-centroids-as-intrinsic-rewards-for-test-time-scaling
REST example
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{
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"arguments": {
"arxiv_id": "2604.26173"
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"paper_ref": "entropy-centroids-as-intrinsic-rewards-for-test-time-scaling",
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/buildability/entropy-centroids-as-intrinsic-rewards-for-test-time-scaling
Subject: Entropy Centroids as Intrinsic Rewards for Test-Time Scaling
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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.
Receipt path
/buildability/entropy-centroids-as-intrinsic-rewards-for-test-time-scaling
Paper ref
entropy-centroids-as-intrinsic-rewards-for-test-time-scaling
arXiv id
2604.26173
Generated at
2026-04-30T20:17:30.706Z
Evidence freshness
fresh
Last verification
2026-04-30T20:17:30.706Z
Sources
4
References
0
Coverage
67%
Lineage hash
e9eb13ce926c930ce3a29952bbf3032a18df33f2d6f7db2caac932d5bd0b8c68
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 / 4 sources / Verification pending
references
proof_status
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Dimensions overall score 8.0
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This equation captures one of the core mathematical components of the system. boundaries of a High Entropy Phase, we introduce a state variable Si ∈{0, 1} to denote the
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. length L to obtain a scale-invariant measure C ∈(0, 1), ensuring that centroid values remain
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. transitions to Si = 1. To determine phase exit, we employ a sliding window of size k: a HEP
Page and bbox are available; crop image is pending.
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