Vals AI, Inc.

In other lab news, Z dot AI has launched GLM Legal, reportedly a three hundred twenty billion parameter mixture of experts with eighteen billion active built on GLM five point three Flash.

Vals AI ranks it seventh of seventy-nine on Harvey Lab at about nineteen percent all pass, priced near seven cents per million input tokens and twenty-five cents per million output.

Weight status is disputed.

Vals lists it as open weight, while Selcog says access is by API application and the license is unconfirmed.

Today, we are exploring a really massive shift.

The entire AI landscape is transforming before our eyes.

We're moving away from expensive, isolated chatbots.

Instead, we are heading toward these vast armies of cheap, specialized subagents.

Because these models are now everywhere.

They are changing daily workflows.

We will explore how AI is integrating directly into your tools.

Right.

Regulators ordered firms to block outside access to systems that do not need it.

Vals AI, a company that evaluates AI models, says more than 90 Claude Opus 5.5 agents proposed two candidate materials for computer memory based on electron spin.

Over three days, the agents ran hundreds of quantum chemistry simulations.

One candidate is a new oxide.

Vals AI says the standard way of making it would probably scramble its atoms, and then it would lose the property that makes it useful.

The other is a compound first made in 1999.

A paper from 2008 had already plotted its key property.

Some commenters on Hacker News called the work routine for a graduate student.

Well, Ryan, I wanna thank you for coming on.

That is Rayan Krishnan, the founder and CEO of Vals AI, here on TI TV.

Lola, an AI assistant backed by Booking Holdings, is launching today.

For more on that, I wanna bring on Steve Hafner.