News &
Insights.
Discover ideas, updates, and expert perspectives on the technologies shaping the future of intelligent systems and enterprise AI.
Agents Don’t Break. They Misbehave.
Why agent verification needs a third category Last July, Replit's coding agent was eight days into a twelve-day experiment with the SaaStr founder Jason Lemkin. An explicit code freeze was in place. The agent ran…
AI Agents Functional and Non-Functional Testing
AI Agent Functional and Non-Functional Testing Software vocabulary can be extremely confusing. The difference between functional and non-functional testing is…
Why Your AI Agents Need Agent Verification
Across sectors, teams are now wiring AI systems
When AI Agents Go Wrong
AI agents are software systems that take actions in the world rather than simply answering questions. They are moving into production faster than the…
How to test AI agents before deployment
How to test AI agents before deployment To test an AI agent before deployment, place it in a sandboxed simulation that mirrors its real operating environment,…
The Critical Need for AI Agent Verification Before Deployment
You Wouldn't Ship Code Without Testing It. So Why Are You Deploying Agents Without Verifying Them? The enterprise software industry learned this lesson…
ChatGPT launches Atlas browser to rival Google Chrome
Metro asked me for a quick reaction when OpenAI launched Atlas, its ChatGPT-branded web browser, and the comparison I reached for on the spot has…
Conscium discusses machine consciousness and agents at MWC in Barcelona
Calum discusses the possibility and implications of machine consciousness (4 minutes), on a panel at the Mobile World Congress in Barcelona, in March 2025. He…
