Despite what seems to be an accepted truism, AI hallucinations aren’t necessarily completely random. That’s the key insight from a new physics-based analysis by a group of scientists and engineers and it may change how we should be using GenAI tools.

The key finding: GenAI systems have a deterministic mechanism that causes output to flip

Managing by walking around used to be standard practice. But with remote work, Zoom, and billable hour pressure, the concept lost some of its luster .

But with AI we may need it more than ever. When we rely only on LLMs to make decisions and summarize work, we lose something critical: the senior lawyer


Deep fakes are coming to our courtrooms. They are going to change how we try cases.

Here’s what the rise of deep fakes may mean for judges, juries, and trial lawyers. Along with the impact of the so-called “liar’s dividend”: the risk that repeated exposure to AI-generated fakes causes people to disbelieve all digital evidence

asked a room full of lawyers at ABA TechShow how many had encountered deep fake evidence in litigation. Not one hand went up.

Is the deep fake threat a problem in search of a problem? Or are we in the same place we were with AI hallucinations before the first fake citation showed up in

Jordan Furlong’s ABA TechShow keynote was one of the best I’ve heard. His thesis: AI will commoditize legal knowledge, mechanize legal work, and reconfigure law firms. The lawyers who suceed won’t necessarily be the ones who know the most, if that was even ever the case. Instead, they will be the ones clients want in

ABA TechShow 2026 kicks off this Wednesday in Chicago and it’s a little different from every other legal tech conference on the calendar.

Two strong keynotes (Jordan Furlong and Nilay Patel), a genuinely important Saturday session on the rule of law with three ABA presidents, 47 educational sessions, 120+ exhibitors, and the traditional startup pitch

When it comes to AI, all to often law firm management freeze up from too many choices and do nothing, or overcorrect and buy everything in sight. 8am’s Legal Industry Report, for example, shows nearly 75% of legal professionals are already using general-purpose AI tools like ChatGPT and Claude for work, while 71% say their

Here’s my 2026 Legalweek recap for Above the Law: good show and good new venue (Javits instead of the Hilton). And the complaints were predictable, especially from the crowd that usually champions change. The exhibit space was a genuine improvement. The judges keynote was outstanding. The commercialization of sessions a little less so.

And btw

At Legalweek, while everyone else was talking about AI features, I sat down with Michel Sahyoun of NopalCyber to talk about something the legal profession isn’t paying nearly enough attention to: cybersecurity in the age of GenAI.

Some facts: the average time to exploit a breach is 29 minutes. AI tools can automatically and repeatedly