Topic: enterprise ai applications

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  • Fix Your Failing AI Models: Better Model Selection Tips
    June 4, 2025

    Fix Your Failing AI Models: Better Model Selection Tips

    Choosing the right AI model is critical for enterprise success, and enhanced benchmarking tools like RewardBench 2 help assess real-world performance and ethical alignment. RewardBench 2, introduced by the Allen Institute of AI, evaluates reward models across six key domains (e.g., factuality, sa...

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  • Google Study: Why RAG Systems Fail & How to Fix Them
    May 23, 2025

    Google Study: Why RAG Systems Fail & How to Fix Them

    Google researchers introduced the concept of "sufficient context" to evaluate RAG systems, helping determine if LLMs have enough information to answer queries accurately, improving reliability for enterprise applications. RAG systems often fail due to incorrect answers, irrelevant details, or poo...

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Related Topics

llm-based autorater (1) hallucinations llms (1) selective generation framework (1) retrieval-augmented generation (1) model accuracy improvement (1) context classification (1) rewardbench 2 (1) ai model evaluation (1)