Microsoft's Agent Factory and the governance gap in autonomous AI
Microsoft just released their Agent Factory framework, and it's forcing a rethink of how we approach AI governance. These aren't the AI tools…
When founders prototype with AI, product counsel must prototype with law
OpenAI's GPT-5 made "vibe coding" the new normal. When business leaders go from concept to working prototype in minutes, legal guidance needs to happen at prototype speed, not policy-document speed.
The Perplexity problem: when AI assistants challenge web infrastructure assumptions
AI systems won't fit our old categories, and our legal frameworks haven't caught up yet.
Why connection beats perfection in the age of AI acceleration
Research shows that teams optimizing for collaborative patterns—not individual star talent—consistently outperform, offering essential guidance for AI teams navigating rapid technological change.
Altman's fraud warning matters
OpenAI's CEO says we're heading for an AI fraud crisis, and the authentication methods most companies rely on are already broken.
Even Google Needs Humans
Ruth Porat's human-in-the-loop mandate gives product teams a concrete framework for building agentic systems that users will trust and regulators will accept.
Services companies plus AI doesn't equal software margins
VCs are backing companies that use AI to achieve software margins in service businesses, but research shows 40% of workers spend extra time fixing low-quality AI output that eats the projected gains.
Your AI's cultural bias depends on the language you use
MIT researchers tested GPT and ERNIE in English and Chinese. The finding: language choice shapes the cultural assumptions in AI responses. When prompted in English, models reflected American values. In Chinese, they shifted to Chinese values.
