AI is changing the world faster than most realize
While firms debate ethics opinions, the technology is already reshaping how legal work gets done, priced, and delivered.
Accuracy is not everything, even to lawyers
Technical accuracy gets you to functional. User comprehension gets you to transformational.
Surge AI's leaked safety doc shows why your AI guidelines need lawyers
That's the real tension for product teams—every safety guardrail you remove increases utility but also increases the blast radius when something slips through.
AI agents learn to remember what works
New research gives AI agents procedural memory that learns from failures and transfers between tasks. Early results show higher success rates with lower token costs—potentially solving the economics that have held back agent adoption.
AI agents work when they fit your process, not replace it
Block and GSK show successful AI agents adapt to existing workflows rather than forcing teams to rebuild around technology. The key is making AI feel invisible while amplifying human expertise.
Stop treating agentic AI data architecture as an engineering problem
Your data architecture is your governance architecture—build accordingly.
YouTube forces the AI content conversation platforms have been dodging
YouTube's July 15 Partner Program update targets AI-generated filler while protecting legitimate creators—creating a template that other platforms facing similar content quality pressures will likely follow.
Why stalling may mean we are about to go faster
Companies learned that chatbots you can bolt onto existing systems are fundamentally different from AI agents that orchestrate workflows across CRM, supply chain, and finance operations.
