MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs

MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/mhsa-a-lightweight-framework-for-mitigating-hallucinations-via-steered-attention-in-lvlms

stale

Proof freshness: fresh
Proof status: unverified
Display score: 5/10
Last proof check: 2026-05-15
Score updated: 2026-05-15
Score fresh until: 2026-06-14
References: 0
Source count: 0
Coverage: 0%

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 mhsa-a-lightweight-framework-for-mitigating-hallucinations-via-steered-attention-in-lvlms | Route /signal-canvas/mhsa-a-lightweight-framework-for-mitigating-hallucinations-via-steered-attention-in-lvlms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/mhsa-a-lightweight-framework-for-mitigating-hallucinations-via-steered-attention-in-lvlms

MCP example

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    "query_text": "Summarize MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs"
  }
}

source_context

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  "paper_ref": "mhsa-a-lightweight-framework-for-mitigating-hallucinations-via-steered-attention-in-lvlms",
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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs

PDF: https://arxiv.org/pdf/2605.14966v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-15T20:13:59.750Z

Signal Canvas receipt window

Watch and verify: MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs

/buildability/mhsa-a-lightweight-framework-for-mitigating-hallucinations-via-steered-attention-in-lvlms

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Subject: MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs

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