proof blockPage 368%
This equation captures one of the core mathematical components of the system. user query q, producing response y = M(x). Let τ : y 7→[0, 100] measure a target trait
Page and bbox are available; crop image is pending.
Activation Steering for Aligned Open-ended Generation without Sacrificing Coherence explores A novel activation steering method for large language models that improves alignment without sacrificing coherence, addressing brittleness in generation.. Commercial viability score: 3/10 in LLM Training.
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/activation-steering-for-aligned-open-ended-generation-without-sacrificing-coherence
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 activation-steering-for-aligned-open-ended-generation-without-sacrificing-coherence | Route /paper/activation-steering-for-aligned-open-ended-generation-without-sacrificing-coherence
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/activation-steering-for-aligned-open-ended-generation-without-sacrificing-coherenceMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.08169"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Activation Steering for Aligned Open-ended Generation without Sacrificing Coherence",
"normalized_query": "2604.08169",
"route": "/paper/activation-steering-for-aligned-open-ended-generation-without-sacrificing-coherence",
"paper_ref": "activation-steering-for-aligned-open-ended-generation-without-sacrificing-coherence",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/activation-steering-for-aligned-open-ended-generation-without-sacrificing-coherence
Subject: Activation Steering for Aligned Open-ended Generation without Sacrificing Coherence
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
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 3.0
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. user query q, producing response y = M(x). Let τ : y 7→[0, 100] measure a target trait
Page and bbox are available; crop image is pending.
Owned Distribution
Get the weekly shortlist of commercializable papers, benchmark movers, and proof receipts that matter for product execution.
References are not available from the internal index yet.
Receipt path
/buildability/activation-steering-for-aligned-open-ended-generation-without-sacrificing-coherence
Paper ref
activation-steering-for-aligned-open-ended-generation-without-sacrificing-coherence
arXiv id
2604.08169
Generated at
2026-04-10T17:41:26.853Z
Evidence freshness
stale
Last verification
2026-04-10T17:41:26.853Z
Sources
3
References
0
Coverage
50%
Lineage hash
788724628881e4e722c330971243a538aad9a7d01d1819343a9e60f7a88f1168
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
This equation captures one of the core mathematical components of the system. Let M be a language model and x = (s, q) an input consisting of a system prompt s and
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. expression (τ(M(s+, q)) ≥T+), while a malicious prompt s−suppresses it (τ(M(s−, q)) ≤
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.