Both Sides Got the Same AI, So Cyber Defense Must Automate
Attackers and defenders reach the same AI tools within months of each other. Staffan Truvé argues what changes is not the balance of power but the speed.
Your AI Agent Is Not the Risk. Its Authority Is.
Invi Grid CEO Yogita Parulekar on governing AI agent authority, delegated permissions, identity, and secure by design architecture.
AI Governance as Code: From PDF Policies to Pipelines
AiGovOps Foundation founders Ken Johnston and Bob Rapp on governance as code: policies in the repo, automated gates, testable AI controls.
Artifact-Scoped Agents: Stop Mimicking Job Titles
GitHub’s Chris Butler on artifact-scoped agent design: read wide and write narrow, the adversarial PM, and why agents are not coworkers.
Never Surrender Agency to the Agent
Clearvision Ventures partner Shomit Ghose on the agentic risk surface, why alignment breaks across a chain of agents, and the Petrov rule for oversight.
Only Content That Clears Every Agent Gets Monetized
Fandom CTO Adil Ajmal on scaling agentic AI over 50 million fan-written pages: only what clears every agent is monetized; the rest goes to human review.
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.
Truly Agentic Means Reasoning, Not Rewritten Automation
Ashish Bhatia on what separates a truly agentic workload from rewritten automation, the three phases to a hybrid workforce, and owning your eval first.
Governing and Operating AI Is the Production Problem
Steve Jones of Capgemini on why AI proofs of concept stall before production, and how decomposing the problem keeps an agent’s mistake from being fatal.