TriAttention: Efficient Long Reasoning with Trigonometric KV Compression explores A novel KV cache compression technique for LLMs that significantly improves reasoning efficiency and memory usage, enabling deployment on consumer hardware.. Commercial viability score: 7/10 in LLM Optimization.
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Page Freshness
Canonical route: /paper/triattention-efficient-long-reasoning-with-trigonometric-kv-compression
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Agent Handoff
Canonical ID triattention-efficient-long-reasoning-with-trigonometric-kv-compression | Route /paper/triattention-efficient-long-reasoning-with-trigonometric-kv-compression
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/triattention-efficient-long-reasoning-with-trigonometric-kv-compressionMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.04921"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "TriAttention: Efficient Long Reasoning with Trigonometric KV Compression",
"normalized_query": "2604.04921",
"route": "/paper/triattention-efficient-long-reasoning-with-trigonometric-kv-compression",
"paper_ref": "triattention-efficient-long-reasoning-with-trigonometric-kv-compression",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/triattention-efficient-long-reasoning-with-trigonometric-kv-compression
Subject: TriAttention: Efficient Long Reasoning with Trigonometric KV Compression
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
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Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/triattention-efficient-long-reasoning-with-trigonometric-kv-compression
Paper ref
triattention-efficient-long-reasoning-with-trigonometric-kv-compression
arXiv id
2604.04921
Generated at
2026-04-07T20:11:16.690Z
Evidence freshness
fresh
Last verification
2026-04-07T20:11:16.690Z
Sources
0
References
0
Coverage
0%
Lineage hash
0155dd4aba8037a46b436eda7b7a106083594663555211b8c2e6bb18875afa4d
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.
Verification pending / evidence receipt incomplete
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Preparing verified analysis
Dimensions overall score 7.0
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