Agent Use Cases in "All That We See or Seem"

Visualization & Anomaly Detection

Ref. 6EBC-A

Attack Chain Reconstruction

Ref. A0CE-B

DESIGN TAKEAWAYS 1. Visualization as an interface for human-AI collaboration

Ref. F608-C

Acoustic Signature Matching Against Location Databases

Ref. B0A5-D

Every open channel is a sensor, not just a communication medium The phone call was ostensibly for conversation, but the Prince treated it as an acoustic sensor deployment. Agent designers should recognize that any data stream — audio calls, video feeds, even network latency patterns — carries environmental metadata that can be extracted and cross-referenced, whether for attack or defense.

Ref. 7B74-E

Agent Use Cases in All That We See or Seem Ken Liu License Plate to Identity Resolution via Public Data

Ref. D6D7-F

Agent Use Cases in All That We See or Seem Ken Liu Capability Description

Ref. D317-G

Agent Use Cases in All That We See or Seem Ken Liu Capability Description

Ref. D317-H