Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks explores A novel framework that bridges response-level scores and token-level credit assignment for more accurate LLM instruction following.. Commercial viability score: 7/10 in LLM Alignment.
Use This Via API or MCP
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/rubrics-to-tokens-bridging-response-level-rubrics-and-token-level-rewards-in-instruction-following-tasks
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 rubrics-to-tokens-bridging-response-level-rubrics-and-token-level-rewards-in-instruction-following-tasks | Route /paper/rubrics-to-tokens-bridging-response-level-rubrics-and-token-level-rewards-in-instruction-following-tasks
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/rubrics-to-tokens-bridging-response-level-rubrics-and-token-level-rewards-in-instruction-following-tasksMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.02795"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks",
"normalized_query": "2604.02795",
"route": "/paper/rubrics-to-tokens-bridging-response-level-rubrics-and-token-level-rewards-in-instruction-following-tasks",
"paper_ref": "rubrics-to-tokens-bridging-response-level-rubrics-and-token-level-rewards-in-instruction-following-tasks",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/rubrics-to-tokens-bridging-response-level-rubrics-and-token-level-rewards-in-instruction-following-tasks
Subject: Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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/rubrics-to-tokens-bridging-response-level-rubrics-and-token-level-rewards-in-instruction-following-tasks
Paper ref
rubrics-to-tokens-bridging-response-level-rubrics-and-token-level-rewards-in-instruction-following-tasks
arXiv id
2604.02795
Generated at
2026-04-06T20:14:01.136Z
Evidence freshness
fresh
Last verification
2026-04-06T20:14:01.136Z
Sources
0
References
0
Coverage
0%
Lineage hash
d867c798cb3544473f1fac1301243ba30b58a45cea860fdb6f71a06eb22c2687
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
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
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Research neighborhood
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Preparing verified analysis
Dimensions overall score 7.0
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