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Emergent Misalignment: Narrow Finetuning can produce Broadly Misaligned LLMs
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Emergent Misalignment: Narrow Finetuning can produce Broadly Misaligned LLMs just got measured.
4/10 means Emergent Misalignment: Narrow Finetuning can produce Broadly Misaligned LLMs is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Emergent Misalignment: Narrow Finetuning can produce Broadly Misaligned LLMs
Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs by Jan Betley, Daniel Tan, Niels Warncke, Anna Sztyber-Betley, Xuchan Bao, Martin Soto, Nathan Labenz, Owain Evans Paper Code X Thread Samples Follow-up work Resources Abstract We present a surprising result regarding LLMs and alignment.
Key Topics
Details
Industry: Technology
emergent-misalignment.comAI Visibility Breakdown
1
Structured Data
6
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
6
Technical AEO
3
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Source & Attribution
Scored by Engagemii on June 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/emergent-misalignment
Cite this score: Engagemii (2026). "AEO Score for Emergent Misalignment: Narrow Finetuning can produce Broadly Misaligned LLMs." Retrieved from https://engagemii.com/aeo/brands/emergent-misalignment
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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