Nvidia’s Cosmos Reason 2 aims to bring reasoning VLMs into the physical world

Nvidia CEO Jensen Huang said last year that we are now entering the age of physical AI. While the company continues to offer LLMs for software use cases, Nvidia is increasingly positioning itself as a provider of AI models for fully AI-powered systems — including agentic AI in the physical world. At CES 2026, Nvidia […]

Brex bets on ‘less orchestration’ as it builds an Agent Mesh for autonomous finance

Fintech Brex is betting that the future of enterprise AI isn’t better orchestration — it’s less of it. As generative AI agents move from copilots to autonomous systems, Brex CTO James Reggio says traditional agent orchestration frameworks are becoming a constraint rather than an enabler. Instead of relying on a central coordinator or rigid workflows, […]

‘Intelition’ changes everything: AI is no longer a tool you invoke

AI is evolving faster than our vocabulary for describing it. We may need a few new words. We have “cognition” for how a single mind thinks, but we don’t have a word for what happens when human and machine intelligence work together to perceive, decide, create and act. Let’s call that process intelition.  Intelition isn’t […]

Why “which API do I call?” is the wrong question in the LLM era

For decades, we have adapted to software. We learned shell commands, memorized HTTP method names and wired together SDKs. Each interface assumed we would speak its language. In the 1980s, we typed ‘grep’, ‘ssh’ and ‘ls’ into a shell; by the mid-2000s, we were invoking REST endpoints like GET /users; by the 2010s, we imported […]

Why Notion’s biggest AI breakthrough came from simplifying everything

When initially experimenting with LLMs and agentic AI, software engineers at Notion AI applied advanced code generation, complex schemas, and heavy instructioning.  Quickly, though, trial and error taught the team that it could get rid of all of that complicated data modeling. Notion’s AI engineering lead Ryan Nystrom and his team pivoted to simple prompts, […]

Seven steps to AI supply chain visibility — before a breach forces the issue

Four in 10 enterprise applications will feature task-specific AI agents this year. Yet, research from Stanford University’s 2025 Index Report shows that a mere 6% of organizations have an advanced AI security strategy in place. Palo Alto Networks predicts 2026 will bring the first major lawsuits holding executives personally liable for rogue AI actions. Many […]

Nvidia just admitted the general-purpose GPU era is ending

Nvidia’s $20 billion strategic licensing deal with Groq represents one of the first clear moves in a four-front fight over the future AI stack. 2026 is when that fight becomes obvious to enterprise builders. For the technical decision-makers we talk to every day — the people building the AI applications and the data pipelines that […]

Six data shifts that will shape enterprise AI in 2026

For decades the data landscape was relatively static. Relational databases (hello, Oracle!) were the default and dominated, organizing information into familiar columns and rows. That stability eroded as successive waves introduced NoSQL document stores, graph databases, and most recently vector-based systems. In the era of agentic AI, data infrastructure is once again in flux — […]