Explorations in digital trust, synthetic media, physics-based verification, and the future of authentic content.
We built security for software that follows rules. Now we are deploying software that follows instructions. The shift from chatbots to agents demands a rethinking of digital trust.
Grok's deepfake scandal triggered regulatory action across 3 continents. The incident reveals how trust fails in layers: safety, reliability, and accountability all at once.
Screenshots are hearsay. In the age of AI and Inspect Element, we need a forensic upgrade. Here's the framework for assessing digital truth.
The internet was built for connectivity, not trust. Here's the 7-layer framework for understanding how digital trust works, and why it's collapsing.
Artifact-based detection is an arms race defenders are destined to lose. Here's why physics offers a fundamentally different approach.
Cryptographic attestation proves device identity, not scene authenticity. Understanding this gap is crucial for media authentication.