Enterprise AI at Ground Level: Beyond the Model
Sharon Goldman of Ground Level AI on why enterprise AI stalls on permissions, cost and data readiness rather than on the choice of model.
Threat Intelligence Is a Board Question, Not an IT One
Recorded Future co-founder Staffan Truvé on the outside-in view of cyber risk, capability against intent, and the 5 to 10 percent of IT budget rule.
Keep the Data Inside Your Perimeter, and the Agents Too
Zscaler’s Claudionor Coelho on securing multi-agent systems: why he jokes LLM security is the easy problem, and the logical layer you need above it.
Start AI Governance With the Outcome, or Waste the Spend
Invi Grid’s Yogita Parulekar defines AI governance from first principles: objectives before controls, security inside governance, explainability first.
Detect Intent, Then Tailor Every Screen to the Person
Al Shanmugam of EchoStar on intent-driven personalization: learning a person rather than a segment, and the agents that act on what they want.
Media Metadata Is a Signal to Detect Real From Fake
Allan McLennan of PADEM Media Group on metadata as the only proof a piece of content is yours, and on what broadcasters build to prove what is genuine.
Bring the AI to Your Data, Not Your Data to the Cloud
Mark Heynen of Knapsack on why the fix for AI data risk is architectural: run the model where the data already sits instead of uploading it.