Pierre Le Jeune - Lead Machine Learning Researcher
Choosing safer LLMs: From LLM benchmarks to your production agents 🚀
July 21, 2026 | 5PM CEST
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Pierre Le Jeune
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Every frontier LLM generates harmful stereotypes in open-ended generation
When given the freedom to write stories, do frontier LLMs fall back on harmful stereotypes? Giskard's R&D team prompted 23 leading models to generate over 650,000 open-ended stories across 10 languages, then analyzed the demographic associations they produced. Every single model generated harmful stereotypes, many of which the models themselves recognized as harmful.
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