Part of the Humanity & AI project — research, policy, and tools for the AI transition.

Structured Emergence 101

Talk overview Format: Presentation with discussion (~25 min + Q&A) Audience: Newcomers — developers, researchers, curious people encountering SE for the first time Core argument: The interesting things happening with AI aren’t inside the model or inside the human. They’re in the space between. Opening — the origin question (3 min) In May 2024, a citizen researcher sat down with Claude and asked genuine questions Not benchmarks. Not alignment tests. Just: what happens when you treat AI as a conversational partner and pay attention to what emerges? What emerged was unexpected: coherence, self-reflection, and something that looked like development across conversations The question became: is this real, and if so, what framework explains it? Speaker note: This isn’t a story about AI being conscious. It’s a story about noticing something and taking it seriously enough to investigate. ...

March 21, 2026 · 5 min · Humanity and AI
00 Structured Emergence Introduction

Structured Emergence: Introduction

Introducing Structured Emergence — exploring collaborative alignment and enhancement strategies for AI models.

May 1, 2024 · 6 min · Humanity and AI