Negation Neglect: When models fail to learn negations in training

Negation Neglect: When models fail to learn negations in training | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/negation-neglect-when-models-fail-to-learn-negations-in-training

stale

Proof freshness: fresh
Proof status: unverified
Display score: 4/10
Last proof check: 2026-05-14
Score updated: 2026-05-14
Score fresh until: 2026-06-13
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 negation-neglect-when-models-fail-to-learn-negations-in-training | Route /signal-canvas/negation-neglect-when-models-fail-to-learn-negations-in-training

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/negation-neglect-when-models-fail-to-learn-negations-in-training

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "negation-neglect-when-models-fail-to-learn-negations-in-training",
    "query_text": "Summarize Negation Neglect: When models fail to learn negations in training"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Negation Neglect: When models fail to learn negations in training",
  "normalized_query": "2605.13829",
  "route": "/signal-canvas/negation-neglect-when-models-fail-to-learn-negations-in-training",
  "paper_ref": "negation-neglect-when-models-fail-to-learn-negations-in-training",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Negation Neglect: When models fail to learn negations in training

PDF: https://arxiv.org/pdf/2605.13829v1

Repository: https://github.com/TruthfulAI-research/negation_neglect

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-14T20:10:28.671Z

Signal Canvas receipt window

Not build-ready: Negation Neglect: When models fail to learn negations in training

/buildability/negation-neglect-when-models-fail-to-learn-negations-in-training

Ignoreblocked

Subject: Negation Neglect: When models fail to learn negations in training

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Negation Neglect: When models fail to learn negations in training

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