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LLM & AI Agent Benchmarks vs Reality: Why AI Applications Break

IBM Technology

27.5K views27 Aug 2026

YouTube

Learn more about LLM Benchmarks here → https://ibm.biz/~e64ktvs52 Your AI model scored high, but does it actually work? Cedric Clyburn explains why LLM benchmarks don’t reflect real-world performance in AI applications and agents. Learn how to evaluate accuracy, latency, and cost to build reliable AI systems at scale. AI news moves fast. Sign up for a monthly newsletter for AI updates from IBM → https://ibm.biz/~8qaatdRba AI was used in the creation of the transcript and metadata for this video. #llm #aievaluation #aiengineering #aiagents #machinelearning

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