PSR Field Report- To adopt AI safely, the silos must fall
In October I spent two days at IAPP Privacy. Security. Risk. 2025 in San Diego, watching 500+ practitioners try to solve problems that didn't exis…
Alibaba's offline training framework changes the economics of building research agents
Alibaba's offline training framework creates pre-aligned agent models without API costs, making custom research agent development more economically feasible for enterprises with domain-specific needs.
The coordination gap between building agents and controlling them
Most companies are building autonomous AI capabilities faster than they can deploy them safely. The gap shows up in identity systems that can't handle agent credentials, APIs built for humans rather than machines, and costs that spiral when agents loop endlessly.
PSR Field Report- Privacy law meets AI agents: Why consent is just the beginning
In October I spent two days at IAPP Privacy. Security. Risk. 2025 in San Diego, watching 500+ practitioners solve problems that didn't exist two y…
The math problem hiding in your AI agent strategy
When each step has 98% accuracy, a 20-step process drops to 70% reliability. That compound probability problem explains why AI agents excel at narrow tasks but need deterministic scaffolding for enterprise workflows—and why hybrid systems win.
Companies are hiring AI agents like employees, complete with job descriptions and performance reviews
That changes everything from procurement to integration to the economics of enterprise software.
When AI leaders need outside help testing their models
Anthropic and OpenAI both use Cognition's SWE Gym to test their models. When leading AI companies rely on external evaluation tools, it reveals a gap in internal benchmarking—and raises questions about deployment standards for everyone else.
PSR Field Report- Privacy governance as product enabler, not department of no
In October I spent two days at IAPP Privacy. Security. Risk. 2025 in San Diego, watching 500+ practitioners try to solve problems that didn't exis…
