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Make Way for AI Agents - What Are They?

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by Ina Fried, Madison Mills

Mady here, still recovering from the joy of watching the Met Gala. More on that below.

Today’s AI+ is 1,161 words, a 4.5-minute read.

1. big thing: Make way for agents

Ina Fried

Illustration: Brendan Lynch/Axios. Stock: Getty Images

AI makers have trained agents to use software like people do. Now the industry is starting to build software for agents first.

Why it matters: If agents stop using software the way humans do, tech competition could shift from who has the best interface to who controls the APIs, data and permissions agents need to act.

The big picture: Today’s agents are like self-driving cars forced to navigate roads built for humans — stoplights, signage and all.

What they’re saying: “Agents interacting with each other will figure out how to communicate efficiently without having to emulate clicks on buttons,” former Meta AI chief Yann LeCun told Axios in a recent interview.

Catch up quick: Anthropic launched its Model Context Protocol before agentic work was mainstream, giving developers a standard way to connect AI systems to tools and data sources.

State of play: Last month, startup Mesa introduced a versioned file system built for agents working on long-running tasks.

Zoom in: San Francisco-based Zapier shows how this shift is already playing out.

Zoom out: Other industry veterans also say software designed for agents is becoming the norm.

Between the lines: Hardware will also get a rethink.

Yes, but: Hardware is hard. It will almost certainly take longer to figure out because each attempt takes more time, money and distribution muscle than a software launch.

The bottom line: If we don’t build a new layer of software built for agents, AI might just design and build it without us.


2. Trump’s new AI safety stance

Sam Sabin, Ashley Gold

Illustration: Aïda Amer/Axios

The Trump administration is considering a new plan that would require the Pentagon to safety test AI models that are deployed to federal, state and local governments, Axios has learned.

Why it matters: In a post-Mythos world, the Trump administration appears to be reevaluating its hard line against the AI safety and security measures it once shrugged off.

Driving the news: The White House’s Office of the National Cyber Director hosted two meetings last week — one with tech and cyber companies and another with tech trade groups — to discuss the broader security concerns raised by advanced AI models, including Anthropic’s Mythos Preview, according to two sources familiar with the matter.

Zoom in: Both sources said that framework is fairly far along.


3. Big AI courts private equity

Madison Mills

Illustration: Sarah Grillo/Axios

OpenAI and Anthropic are teaming up with private equity firms on multibillion-dollar ventures to push their AI tools into midsized companies.

Why it matters: The two companies want to shore up enterprise adoption of their tools as they race toward IPOs that could come as soon as this fall.

What they’re saying: “There’s a big gap between what AI can do today and the value the market is truly getting from it,” Nicholas Lin, Anthropic’s head of product for financial services, tells Axios.

Zoom out: OpenAI and Anthropic have both been working to launch joint ventures with some of Wall Street’s biggest firms to accelerate adoption of their AI tools, especially among midsized companies.

4. The death of AI idealism

Megan Morrone

Elon Musk arrives at court at the Ronald V. Dellums Federal Building in Oakland, California. Photo: Benjamin Fanjoy via Getty Images

Elon Musk’s lawsuit against OpenAI and the recent spate of deals AI companies have cut with the Pentagon show how far the industry has drifted from the altruistic origin story it’s long told about itself.

Why it matters: OpenAI and Anthropic were founded on the idea that AI would be deployed in ways that prioritized safety and the public good. Now those principles are giving way to an arms race for market share, as those companies and others release ever more powerful models.

The big picture: The men behind today’s biggest AI labs often pitched themselves as a safer, less-greedy alternative to earlier tech leaders.

5. Training data

6. + This

Met Gala Monday took over NYC last night, and Katy Perry showed up IRL after years of AI-generated pics of her attending. But more importantly, Beyoncé and Blue were there.

Continue reading…


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