Part one of a two-episode forecast on AI in 2026, focusing on models and capabilities, release strategy shifts, multimodal races, memory, and the evolution from assistance to agent management. It also explores how vibe coding expands beyond engineering, why bespoke personal software grows, and how these trends start reshaping enterprise adoption next year

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Forecast For 2026

Teal Swan

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