Beyond Benchmarks: AI’s Shift to Orchestrated Intelligence
IBM's "Mixture of Experts" podcast discusses AI advancements, focusing on Google's Gemini 3 and IBM's CUGA framework. Despite impressive benchmark scores, Gemini 3 faces challenges like hallucination. The industry shifts from single models to orchestrated agent ecosystems, emphasizing management of agents. IBM's CUGA offers a multi-agent supervisory layer, accelerating development. Challenges include latency and security concerns. The future of AI lies in intelligent orchestration of specialized agents, promising democratized development and complex applications.
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