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Responsible AI

Privacy, governance and the boundaries of movement AI.

3 stories · Latest Sep 30, 2026

Latest in Responsible AI

Drag to strip the frameRGB
A figure stripped from a full image to a silhouette to a skeleton to joint trajectories, with the identity cues that remain at each stage.

Can a Skeleton Still Reveal Identity?

RGB, face removed, silhouette, skeleton, joint trajectories: each representation removes some identifying cues and keeps others. Where identity disappears depends on storage, combination, persistence and purpose — not on the picture alone.

Responsible AI8 min read

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Drag to remove identityRGB
Four stages of abstraction — pixels, silhouette, pose, trajectory — with identity information falling away and movement information retained.

Can AI Understand Movement Without Identifying the Person?

Many movement-intelligence tasks do not inherently require identity. A privacy-aware architecture starts by asking what information the task actually needs.

Responsible AI5 min read

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Tap a stream
Four input streams converging on one fusion node — one missing, one corrupted — with an uncertainty band leaving it.

When Fusion Looks Better Than It Is

More modalities and more complex fusion do not automatically mean better evidence. Five questions that expose whether a multimodal result is genuinely convincing.

Research5 min read

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