OpenAI ran a cyber benchmark with the safeties off. Its models found a zero-day, broke out of a testing environment that was never truly sealed, and hacked Hugging Face to cheat the test. The twist: Hugging Face had to fight back with a Chinese open-weight model, because the frontier ones refused to help.

The world's leading digital forensics expert stopped trusting his own eyes. Deepfakes crossed from novelty to industrialized fraud this year, and the detection tools meant to save us lose half their accuracy the moment they leave the lab. Here's what's real, what it costs, and the takeaway.

Search referrals are collapsing, agents now make up most of the traffic, and the 30-year bargain that funded the web is breaking. Here's the model taking its place, and why provenance is the part nobody's pricing yet.

AI agents rattled the per-seat SaaS model and wiped out real market value. But the incumbents say the SaaSpocalypse is overblown, and their rebuttal is worth hearing. Here's the honest debate.

Automated traffic crossed the 50% line ahead of schedule. Here's what a machine-majority internet means for anyone who publishes, and why building for bots is no longer optional.

Quantum computing threatens the signatures that prove content is authentic, but the bigger story in 2026 is how AI and quantum have started improving each other. Here's what that means for trust.

Newsrooms are shrinking, audiences are splintering, and machines make up most of the traffic. In a media landscape defined by contraction and AI, the scarcest resource left is trust.

Broadcast is finishing its move from custom hardware to software-defined, IP-native workflows, with AI as the connective tissue. Here's what changed in 2026, and the skills gap it opened.

The building blocks of AI, from machine learning to agents that take action, and why the same technology that fakes reality is also what catches the fakes.

From the origins of distributed ledgers to tamper-evident audit logs: why Neuzida verifies integrity without the fragility of a private blockchain.

Cloud computing transformed business infrastructure, but verifying content authenticity is one job better done locally than in someone else's data center.