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How to optimize LLM performance and output quality: A practical guide
ByRicardoHave you ever asked generative AI the same question twice – only to get two very different answers? That inconsistency can be frustrating, especially when you’re building systems meant to serve real users in high-stakes industries like finance, healthcare, or law. It’s a reminder that while foundation models are incredibly powerful, they’re far from perfect….
Red Teaming for LLMs: Exposing Risks, Reinforcing Safety, and Building Trustworthy AI
ByRicardoWith their capacity to generate human-like content at a massive scale, LLMs are exposed to additional risks compared to traditional software systems. They can produce harmful responses, such as hallucinated content, various forms of toxic/ hate speech, copyrighted material, and personally identifiable information that is not meant to be shared. These kinds of failures can…
Google Research at Google I/O 2025
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