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Who Pays for a Rogue AI Agent? Hawley’s Liability Pitch on Capitol Hill

Sen. Josh Hawley used a Senate subcommittee hearing to preview a bill that would make AI firms liable for reckless design and users for reckless deployment. No bill text exists yet. Here's what Roll Call reported, and what we still don't know.

Not Fair Use: What the Third Circuit Just Said About Training AI on Westlaw Headnotes

The Third Circuit affirmed that 2,243 Westlaw headnotes are copyrightable and that ROSS's use of them to train a non-generative legal search tool was not fair use. Law firm Ballard Spahr calls it the first appellate AI fair-use ruling — with a big caveat for generative AI.

Panasonic Wants to Build Humanoid Robots by 2029: What We Know, and What We Don’t

Panasonic's chief AI officer says the group will develop humanoid robots for factories and warehouses and aims to start making them by 2029. Here's what was said, and how much is still unknown.

Strong on Paper, Short on Access: What We Know About Google’s Gemini 4 Argon

Google says Gemini 4 Argon is its next frontier model, with record benchmark scores and a 1M-token output limit. Most people can't use it yet, and some Google staff, speaking anonymously, question its coding. Here's what's claimed and what's checked.

Nearly Astra, at a Fifth of the Price: What OpenAI’s GPT-6.1 Sol Means for Builders

OpenAI says GPT-6.1 Sol nearly matches GPT-6 Astra at about a fifth of the price. Here's what is on the official price list, what OpenAI's safety paperwork shows, and what is still only a claim.

Another Open Model, Not a New Leader: What Reflection’s Reported Release Would Change

If the Axios scoop is right, the open-weight field gets another entrant, and the top of the US market does not. Reflection has not confirmed it, and there is still nothing to download.

Already in the Toolbox: AI Is Here, and It Still Doesn’t Finish the Job

You do not have to go looking for AI. It is already in the search box, the phone, the document, and the speaker. What it is not, yet, is the thing that finishes the job.

It Sounds Like It Remembers: The Memory AI Models Still Don’t Have

A model can answer as if it knows you. It doesn't. Close the chat and the facts leave with it. A long prompt is not a memory, and a cache is not a memory.

The Invisible Signature: Google DeepMind Has Started Watermarking AI-Designed Proteins

A new Nature paper shows you can hide a made-by-AI tag inside a designed protein without breaking it. The researchers also say the tag can still be wiped off.

The 88% Lie: Why AI Adoption Numbers Are Misleading

88% of organizations use AI. But only 7% have achieved true enterprise-wide scale. Here is why the headline number is misleading.

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