# Agents Authored by Demonstration

Agent capabilities increasingly get authored by showing rather than prompting, lowering the barrier to building automations and pulling demonstration-based learning from robotics into everyday software work.

- Conviction: 40 / 100 (forming)
- Horizon: Emerging (watchlist)
- Tracking since: 2026-07-23T00:00:00.000Z
- Last updated: 2026-07-23T06:03:52.800Z
- Canonical: https://polylog.news/ai/trends/learning-from-demonstration-agents
- Publisher: Polylog