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The Real Tokenmaxxing: Navigating a Multi-Model World | Disrupt 2026

NovaTube News 2026-10-19 Original source ↗

The AI frontier is moving faster than any single model can keep up with, and the best AI products increasingly orchestrate across many models rather than betting on one. At Disrupt 2026, Mo Jomaa (Capital G), Vipul Ved Prakash (Together AI), and Zuzanna Stamirowska (Pathway) discuss how they evaluate new models, manage cost and reliability at scale, and architect products that evolve as fast as the technology. They share practical strategies for building systems that can seamlessly integrate and switch between models, ensuring performance and cost-efficiency. The panelists delve into the challenges of multi-model orchestration, from evaluating model capabilities to handling latency and reliability. They also explore how to design products that remain adaptable as new models emerge, avoiding vendor lock-in and maintaining flexibility. The conversation includes insights on token management, cost optimization, and the trade-offs between using proprietary and open-source models. For AI engineers, product managers, and technology leaders, this session provides a roadmap for thriving in a multi-model world. Learn how to architect AI products that leverage the best of many models while managing complexity and cost. #TechCrunchDisrupt2026