2026 and Beyond
Source: https://www.richardstu.com/blog/2026-and-beyond Author: Richards Tu Date: 2026-02-02
Summary
Richards Tu’s predictions for 2026 in AI — focusing on agent personalization and proactivity. Argues that 2026 is the year AI agents become genuinely personal, not just general.
Key Claims
- 2026 AI agents: more personalized, proactive, and capable of week-long tasks without human check-ins.
- The personalization frontier: agents that know your workflow, preferences, and context deeply enough to work without constant instruction.
- Proactive agents: agents that identify and act on tasks before being asked — monitoring, alerting, and taking action autonomously.
- Key blocker: trust. Users must trust agents enough to let them act proactively, which requires demonstrated reliability.
Concepts
- Agent Memory — deep personalization requires persistent user model
- Coding Agents — proactive coding agents as 2026 prediction
- Autonomous Research — week-long autonomous tasks