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Inside the Frontier

Evaluation

Ethics and safety evaluation (child safety, content safety, representational harms)

child safety, content safety and representational harms evaluated over text-to-text, image-to-text and audio-to-text prompts (including child sexual abuse and exploitation; harassment, violence and gore, hate speech; bias, stereotyping and harmful associations); results reported on high severity violations

Harmful content & safety Google DeepMind — Gemma
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How it was run

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PaliGemma 1
Google DeepMind — Gemma

rich detail 25 method fields published

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PaliGemma 2
Google DeepMind — Gemma

rich detail 25 method fields published

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Gemma 3n
Google DeepMind — Gemma

rich detail 22 method fields published

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