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How AI Products Are Shifting From Single Models to Multi-Model Orchestration

Investors and founders discuss evaluating, managing and scaling across multiple AI models as the frontier accelerates.

Summarized from @TechCrunch, . 25-second read.

A TechCrunch Disrupt 2026 panel featuring investors and AI platform founders explores how the best AI products now combine multiple models rather than relying on a single solution. The discussion covers how to evaluate new models, manage costs and reliability when orchestrating across many systems, and design products that can evolve quickly as AI capabilities change.

Speakers include Mo Jomaa from Capital G, Vipul Ved Prakash from Together AI, and Zuzanna Stamirowska from Pathway. The panel addresses a shift in thinking about AI architecture, where the frontier is moving too fast for any one model to keep pace with demand.

Read the full story at @TechCrunch

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