AI risk · awareness session · 2026

Out of
the Sandbox

Agents, robots, fraud: how AI risk changed scale in 2026, and what it means for you.

Recommended on stage

The talk

A 40-minute visual talk: one idea per screen, big numbers, diagrams, maps and video clips. What to say is in the presenter view.

English · 40 min · visual Open →
Photo edition

The talk, with photos

The same talk, dressed in full-screen photography: chapter openers, recaps and the places on the maps. Generated from the talk, so the content is always identical.

English · 40 min · photos Open →
New · sleek edition

The talk, cinematic

The same talk as a documentary: a dark stage in Wavestone colours, full-screen photography, camera-like transitions and titles that rise into focus.

English · 40 min · cinematic Open →
Full version

The documentary

The same story, with every fact on screen: detailed timelines, sources, speaker notes. For reading, rehearsing or sharing.

English · 40 min · detailed Open →
Version française

Le documentaire

Première itération en français, plus technique, structurée autour du cas Hugging Face et de ses répliques.

Français · 30 min · première version Ouvrir →

Deep dives · the OpenAI / Hugging Face incident

Full reconstruction

62 events, network, kill chain and agent swarm, scrubbable.

Interactive →

Management briefing

Seven steps, 30 minutes, for senior management.

Briefing →

The zoom-out

The incident as one continuous camera move.

Animation →

The comic

Fourteen panels, for a general audience, FR and EN.

Comic →

Technical teardown

The eight-move escape chain, each mechanism and how it unlocked the next.

Deep dive →
In every presentation: → next · ← back · P presenter view · F full screen · B black screen · ? help. Works offline: copy the HTML files and the assets/ai/ folder.