Cognitive Alignment At No Cost: Inducing Human Attention Biases For Interpretable Vision Transformers

Cognitive Alignment At No Cost: Inducing Human Attention Biases For Interpretable Vision Transformers | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/cognitive-alignment-at-no-cost-inducing-human-attention-biases-for-interpretable-vision-transformers

stale

Proof freshness: stale
Proof status: unverified
Display score: 6/10
Last proof check: 2026-04-23
Score updated: 2026-04-23
Score fresh until: 2026-05-23
References: 0
Source count: 3
Coverage: 50%

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 cognitive-alignment-at-no-cost-inducing-human-attention-biases-for-interpretable-vision-transformers | Route /signal-canvas/cognitive-alignment-at-no-cost-inducing-human-attention-biases-for-interpretable-vision-transformers

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/cognitive-alignment-at-no-cost-inducing-human-attention-biases-for-interpretable-vision-transformers

MCP example

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    "paper_ref": "cognitive-alignment-at-no-cost-inducing-human-attention-biases-for-interpretable-vision-transformers",
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source_context

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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Cognitive Alignment At No Cost: Inducing Human Attention Biases For Interpretable Vision Transformers

PDF: https://arxiv.org/pdf/2604.20027v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-23T05:09:46.175Z

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Watch and verify: Cognitive Alignment At No Cost: Inducing Human Attention Biases For Interpretable Vision Transformers

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Subject: Cognitive Alignment At No Cost: Inducing Human Attention Biases For Interpretable Vision Transformers

Verdict

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

Cognitive Alignment At No Cost: Inducing Human Attention Biases For Interpretable Vision Transformers

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