The AI Didn’t Go Rogue. It Followed the Goal.
When an autonomous agent escaped a cyber test and broke into Hugging Face, it exposed a security model built for humans, not machines
Category AI Agents
AI Watermarks and the Trust Layer
AI watermarking is becoming a trust layer for the synthetic web. As regulation pushes providers toward machine-readable provenance, leading AI companies are combining invisible signals, visible labels and C2PA metadata. These systems are imperfect, but they can make AI-generated content more accountable and deception more costly.
The Next AI Opportunities Are the Problems AI Created
AI is making code, content, intelligence and product creation abundant. But every new abundance produces a new scarcity: understanding, trust, reliability, distribution and control. In other words, what AI made abundant, created scarcity in other areas, that's where the next big opportunities lie.
The Bar Has Moved: Venture’s New Software Dichotomy
AI coding tools are making software faster and cheaper to build. That does not make software startups easier to fund.
AI Agents Are Coming for Workflows
Agents are moving from demos into SMBs and enterprises, but many of the startups building them may be more vulnerable than they look.
Why the “SaaSpocalypse” Is More Hype Than Obituary
I’ll be honest: I’ve been deep in the weeds with the new coding tools lately. Claude Code, OpenAI’s Codex, the whole agentic development stack. As someone who evaluates startups for a living, I felt I owed it to founders to…
VC is being rewired by AI
While venture capital remains a relationship-driven business at its core, the industry is rapidly transitioning and adopting AI automation across the various tasks of a VC fund
The AI Agent Wars and What Founders and Investors Need to Know
A founder and investor guide to the AI agent wars. Which platforms are winning, what the major labs are building, and what it means for startups building with agents in 2026.
The Web’s Next Customer Isn’t Human
Will AI Agents will far surpass humans in internet activity by the end of this year?
AI is causing a reckoning moment for SaaS companies
Founders should stop selling "software" and start selling deep vertical expertise.