proof blockPage 368%
This equation captures one of the core mathematical components of the system. C subseteq R, |R| <= B
Page and bbox are available; crop image is pending.
CASK: Core-Aware Selective KV Compression for Reasoning Traces explores CASK is a KV compression method for LLMs that preserves reasoning by separating a core trace from mergeable scratch, outperforming existing methods.. Commercial viability score: 4/10 in LLM Optimization.
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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/cask-core-aware-selective-kv-compression-for-reasoning-traces
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 cask-core-aware-selective-kv-compression-for-reasoning-traces | Route /paper/cask-core-aware-selective-kv-compression-for-reasoning-traces
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/cask-core-aware-selective-kv-compression-for-reasoning-tracesMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.10900"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "CASK: Core-Aware Selective KV Compression for Reasoning Traces",
"normalized_query": "2604.10900",
"route": "/paper/cask-core-aware-selective-kv-compression-for-reasoning-traces",
"paper_ref": "cask-core-aware-selective-kv-compression-for-reasoning-traces",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/cask-core-aware-selective-kv-compression-for-reasoning-traces
Subject: CASK: Core-Aware Selective KV Compression for Reasoning Traces
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.
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. C subseteq R, |R| <= B
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. max R Fidelity(R; FullKV) s.t. |R| ≤B, C ⊆R Here, C is the protected core, R is the final representative s
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/cask-core-aware-selective-kv-compression-for-reasoning-traces
Paper ref
cask-core-aware-selective-kv-compression-for-reasoning-traces
arXiv id
2604.10900
Generated at
2026-04-14T16:52:44.129Z
Evidence freshness
stale
Last verification
2026-04-14T16:52:44.129Z
Sources
3
References
0
Coverage
50%
Lineage hash
231899a401b69aa3c33e20b49dcc8eae0d5d123506565efadefc684a37bf3444
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
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. i∈G ai, ˜kG = 1 mG i∈G aiki, ˜vG = 1 mG mG = X X X i∈G aivi
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.