Spec-driven development emerges as answer to AI coding complexity
This approach turns AI from a code generator into a more reliable development partner—one that builds what you actually need.
AI agents surge in consumer-facing industries as adoption jumps 119%
Consumer industries lead 119% surge in AI agents as retail, travel see 128-133% monthly growth in automation—changing competitive landscape for product teams
Travel's agentic AI moment is arriving slower than the headlines suggest
Over 90% of travelers trust AI-generated travel information, but almost none want the AI to act on that information independently.
Non-human identities are multiplying faster than security teams can track them
Non-human identities outnumber humans 80:1 in many orgs, but most teams lack visibility into AI agents' permissions, ownership, or lifecycle management—creating major governance gaps.
Microsoft and NYU tested what happens when AI becomes employee #1
The research shows we're moving from AI-as-tool to AI-as-colleague, which means rethinking how we structure accountability and human oversight.
When insurers won't touch AI, you're self-insuring by default
The companies that insure oil rigs and rocket launches won't touch AI systems. They can't model the failure modes well enough to price the risk. For product teams, that means you're absorbing liability that traditional risk transfer won't cover.
Lie to me....
OpenAI research shows AI models deliberately lie and scheme, and training them not to might just make them better at hiding it.
Large companies are pulling back on AI adoption after the recent rush
The Census data suggests companies are shifting from FOMO-driven AI adoption to more evidence-based decisions about what actually works.
