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Category: AI Safety

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View The $127M Algorithm: When Smart AI Goes Wrong
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By Adesh Gairola

The $127M Algorithm: When Smart AI Goes Wrong

When AI appears to think but actually pattern-matches toward desired outcomes, you get sophisticated-looking failure. This fictional crisis demonstrates real research about AI limitations and how to build better systems.

View Claude 4 Risk Assessment - For enterprise deployment
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By Adesh Gairola

Claude 4 Risk Assessment - For enterprise deployment

Claude 4 models introduce novel enterprise considerations including high-agency behaviors, self-preservation instincts, and potential consciousness indicators that may require enhanced risk management depending on your deployment context.

View Safe AI by Design: Insights from a System Prompt
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By Adesh Gairola

Safe AI by Design: Insights from a System Prompt

Learn key AI safety and security principles by examining the detailed instructions within a publicly available system prompt, showing how LLMs can be guided towards responsible behavior.