2026 AI Predictions: Agents Reshape UX, SaaS Declines, and toA Ecosystem Emerges

yangyi · x · 2026-08-11

The author shares 7 forward-looking predictions for the AI industry in 2026:

UX Paradigm Shift: Products will become mobile- and conversation-first, minimizing traditional UIs. Agents will use natural language to lower learning curves, while UIs will serve mainly for asset display. Most products will embed as APIs or Agents within existing platforms.
Vertical Apps Boom: General-purpose products will struggle, while vertical expert know-how will be rapidly capitalized by Agents, creating massive opportunities.
SaaS Decline & Infra Rise: Enterprises will prefer building in-house, reducing traditional UI-based SaaS, while underlying infrastructure (APIs/Skills) will quietly generate significant revenue.
toA (To Agent) Ecosystem: With the popularization of personal assistants, Agents will become new consumers, spawning dedicated marketplaces and networks for Agents.
Self-evolving Agents: With infrastructure and model capabilities maturing, the remaining hurdles—knowledge iteration and autonomous decision-making (deciding "what to do")—are expected to be resolved, enabling continuous automated workflows.
Architecture Disruption: Transformer may be reaching its capability ceiling, necessitating novel underlying architectures.

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