Anthropic sets a $1.4T IPO range, Google ships Gemini 4 Carbon, and Adobe goes all in on agents

Seven co-founders, seven identical share sales, roughly $250 million each. That detail from Anthropic's IPO filing says a lot about how this company wants to be seen as it walks onto Wall Street.

Meanwhile, the rest of the industry spent Tuesday shipping: a new Google frontier model, Adobe's biggest agent push yet, and a Hugging Face exec warning that open source AI might get a little less open. Let's dig in.

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Anthropic set its IPO price range at $70 to $78 per share, which would value the company at $1.404 trillion on a fully diluted basis at the top end. That is one of the biggest listings ever, but it falls short of the $2 trillion figure widely reported before investors started questioning how durable the AI boom really is.

The founder detail is the one to watch. Each of the seven co-founders plans to sell exactly the same number of shares, which works out to about $250 million apiece at the midpoint, while the group keeps control of the company.

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A $1.4 trillion ask in a market that just got jumpy is a real test of whether public investors will pay frontier-lab prices, and the answer will shape every AI funding round that follows.

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Google is rolling out Gemini 4 Carbon to the general public, two weeks after releasing it to a select group of cybersecurity defenders. Google calls it its strongest model yet and says it can compete with the best systems from Anthropic and OpenAI.

The headline feature is an agent 'swarm' capability, which fits the broader industry push toward models that coordinate multiple sub-agents instead of answering one prompt at a time. Google also positions Carbon as pushing the frontier further than Argon, its other recent model.

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If you build on frontier APIs, this is the week to rerun your own evals on Carbon rather than trusting anyone's launch-day benchmarks.

At its Max conference in Miami, Adobe committed to the idea that chatbots and AI agents could be your next design assistant. Third-party agents can now access and change Creative Cloud projects through an MCP integration, while Firefly gets new capabilities including a prototype builder aimed squarely at Figma.

On the everyday-editing side, Photoshop, Lightroom and Premiere are getting easier ways to remove objects, blemishes and distractions, plus a Quick Compare feature for before-and-after review.

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Adobe is betting that being the platform agents plug into beats competing with them, which is good news if your workflow already lives in Creative Cloud.

An investigation by England's Office for Students found that lecturers consider AI to have made it "close to impossible" to assess university coursework. The regulator's recommendation is blunt: institutions should return to traditional exams and in-person presentations.

It is a notable reversal from the past few years, when universities mostly tried detection tools and revised honor codes. The regulator is now effectively saying the take-home essay model cannot be defended on its own.

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Expect handwritten exams and oral defenses to make a comeback, and expect students to feel the difference quickly.

Hugging Face executive Irene Solaiman warns that growing cyberattacks on open AI platforms could force tighter security restrictions, threatening the accessibility that makes open source communities valuable to developers worldwide.

Related tension showed up in Wired's look at 'abliterators', hobbyists who strip guardrails from released models and flood the internet with versions that never say no. The same openness that lets defenders harden their systems also hands tools to attackers.

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If you rely on open weights, download and archive what you need now, because the era of frictionless access may be getting shorter.

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The answer is Model Context Protocol! MCP is an open standard that lets AI agents connect to outside tools and data, which is exactly how Adobe is letting third-party agents reach into Creative Cloud projects.

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That's all for today - see you tomorrow with more!

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