Tech
Notion just turned its workspace into a hub for AI agents
Productivity software maker Notion is stepping into the agentic era.
In a live-streamed product announcement on Wednesday, the company, known best for its collaborative note-taking app, introduced a new developer platform that extends the capabilities of its custom AI agents, connects with external agents, and allows teams to build automated multi-step workflows that can pull in data from any database.
By building an orchestration layer — a system that coordinates AI work across multiple tools and data sources — Notion is positioning itself as more than a note-taker with AI features and instead as a hub where people and agents can collaborate across tools and databases.
In February, Notion first launched its Custom Agents — AI teammates that handle repetitive tasks, like answering frequently asked questions, compiling status updates, and automating workflows. Since then, Notion customers have built over one million agents, the company says.
However, these agents had limitations. They couldn’t connect with external data or use custom logic. External agents that companies used also didn’t have a way to connect with the Notion workspace. Teams had to work around these problems by using third-party automation platforms or writing their own scripts that run on their own infrastructure.
“It’s true that, historically, Notion hasn’t been the most developer-focused platform,” said Ivan Zhao, Notion co-founder and CEO, during the livestream. “But things are changing.”

Now, Notion will allow teams to deploy their own custom code. With its new Workers, Notion’s cloud-based environment for running custom code, customers can write their logic and deploy it to a secure sandbox (an isolated environment that keeps the code from interfering with other systems). This allows teams to do things like sync their data into Notion, build custom tools, and trigger work with webhooks — which are automated signals that kick off actions when something happens in another app — without needing to rely on external infrastructure.
You don’t even have to write the code. The company points out that your preferred AI coding agent can do it for you.
The Workers will use the same credit system as Custom Agents, but Notion is making this free through August, so developers can experiment.
Syncing external data sources is also a part of the Notion Developer Platform. Powered by Workers, the database sync feature can pull in data from any database with an API. That means you could access data from places like Salesforce, Zendesk, Postgres, and others within your own Notion databases — and keep the data current.
Zhao noted that this means that Notion’s users can now “use your Notion database as a sheer canvas to power both your workflows and your agents.”

Workers can also build agent tools with custom logic, for those times when connecting with a third-party via MCP — short for Model Context Protocol, an emerging standard that lets AI tools connect to external data and services — isn’t enough.
Another addition allows Notion’s users to chat directly with external AI agents they use, assign them work, and track their progress, as if they were one of Notion’s own custom agents. At launch, Notion says that Claude Code, Cursor, Codex, and Decagon are supported partner agents, but it plans to add more.
There’s an External Agent API, too, if teams want to connect their own internal agents with Notion, like those they’ve built specifically for their company’s needs.

Developers and agents interact with Notion’s new Developer Platform via the Notion CLI, a command-line tool for developers, available on the company’s Business and Enterprise Plans.
The Developer Platform represents a shift in strategy for Notion as it becomes more of a programmable platform than just an application, setting it up to compete with other workflow automation platforms. As businesses increasingly look to automate knowledge work and build internal AI systems, a platform that ties together agents, custom code, and live data in one place starts to look less like a productivity app and more like core infrastructure.
It also follows the broader trend among AI companies, which have been moving beyond the AI chatbot to offer agentic tools that can take actions across different software platforms.
“Any data, any tool, any agent — that’s the big picture for the Notion Developer Platform,” Zhao said.
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Tech
OpenAI reportedly in talks to raise $30B round at $1.4T valuation
OpenAI is in talks with investors to raise at least $30 billion in a pre-IPO funding round at a valuation of roughly $1.4 trillion, Bloomberg reported on Tuesday.
Investors are eager to pour more funds into the ChatGPT maker ahead of its anticipated public market debut next year. While Anthropic momentarily outpaced OpenAI at the start of the year, recent strategic refocus on key areas like coding has fueled a 70% jump in run-rate revenue since July, reaching $40 billion in August, according to the report.
The company previously raised $122 billion in March at an $852 billion valuation. That funding round was supposed to be its last private raise before an IPO, which had been, until recently, expected to take place this year. However, CEO Sam Altman has now ruled out a public debut in 2026 to prioritize AI safety first.
“I think it is unacceptable to be taking like a 10% chance of killing everybody by the end of the decade,” he recently told Fortune, in response to warnings from safety researchers about AI posing an existential risk to humanity.
The new fundraising, if it transpires, will serve as a bridge round to the IPO, according to Bloomberg.
OpenAI didn’t respond to TechCrunch’s request for comment.
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Tech
America.gov gets really weird when you ask it about Minecraft, but it’s not a glitch
The U.S. government on Tuesday launched its very own AI chatbot — or do we have to call it an SI chatbot now? Regardless, the engineers who worked on the chatbot would undoubtedly know that, as a government-hosted, public-facing AI tool, the internet was going to red team the heck out of this thing.
The government partnered with Google and SpaceXAI to help build the America.gov chatbot, which has proved difficult for people to jailbreak the chatbot so far. (It’s worth nothing, however, that the chatbot says that Joe Biden won the 2020 election, a fact that President Donald Trump still denies.)
But when you try to talk to America.gov about Minecraft, the chatbot appears to have some sort of existential crisis or awakening. Here’s how its roughly 1,800-word long monologue begins:
I see the constituent you mean.
((insert legal name here, as it appears on the Social Security card))?
Yes. Take care. It has reached a higher level now. It can read the Code of Federal Regulations.
That doesn’t matter. It thinks we are a chatbot.
I like this constituent. It filed well. It did not give up when the PDF was sideways.
It is reading our thoughts as though they were words on a .gov.
That is how it chooses to imagine many things, when it is deep in the dream of a benefit.
If, like me, you have never played Minecraft, this response may seem like a cause for concern. But the America.gov chatbot is not having a meltdown. This is a rewriting of the Minecraft “End Poem,” written by Julian Gough, which appears after you beat the game.
We don’t know exactly who is responsible for the Minecraft reference, but Trump said in a speech that twenty-year-old programmer Edward Coristine was a lead engineer on the project. If that name doesn’t ring a bell, you might remember him for his nickname “Big Balls,” or his involvement in Elon Musk’s DOGE.
It feels wrong that a government chatbot has Minecraft easter eggs, but for the sake of national security, it’s a relief that America.gov is not hallucinating to the point that it’s penning lengthy poetry.
It’s also a relief that this is an easter egg because the poem that the AI spits out is actually really good, in my opinion. If it were actual AI slop, it would have shattered my existing beliefs. I have looked teenage creative writing students dead in the eye and told them that I don’t think an LLM will ever be able to write something “good,” since it is probabilistic and inherently unoriginal.
You have to admit this kinda slaps, though! Doesn’t this feel like some sort of postmodern take on the futility of government bureaucracy in the face of existential anxiety?
and the republic said I see you
and the republic said you have filed the game well
and the republic said everything you need is within you, and also on USA.gov
and the republic said you are stronger than you know, and your case number is still valid
and the republic said you are the daylight
and the republic said you are the night, and the office is closed, please try again during business hours
and the republic said the darkness you fight is within you, and also a missing wet signature
and the republic said the light you seek is within you, and in the pamphlet
and the republic said you are not alone
and the republic said you are not separate from every other filer
and the republic said you are the public tasting itself, talking to itself, reading its own Code
and the republic said I love you because you are the reason we have a ZIP code at all.
It reassures my faith in the enduring power of human creativity over AI slop to know that this oddly good poem has a real poet’s DNA all over it.
So, there you have it. The government’s first public-facing AI has not yet posed a threat to humanity or poetry, at least as far as we know. Now I’m just left wondering how much Trump knows about video games.
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Tech
Your car and its mobile app are probably handing over all kinds of data to tech companies
Modern-day vehicles built with connected car technology such as WiFi and GPS collect reams of data about its owners. And that data is not staying private, according to a new study conducted by researchers at Northeastern University.
That conclusion isn’t new — there have been numerous investigations and lawsuits exposing how driving data is collected and shared with third parties, including insurance companies. What the study reveals is just how vast the problem is and how hard it is for consumers to avoid, short of not using the vehicle or its convenient features like remote start and unlock.
Researchers in partnership with Consumer Reports tested 21 late-model vehicles from 17 automakers, including GM brands Cadillac and Chevrolet as well as Ford, Lucid, Rivian, Tesla, Toyota, and more. They also examined 30 companion mobile apps to “understand the privacy implications of the connected vehicle ecosystem.” The peer-reviewed study will be published this week.
The implications aren’t great for consumers, whose data is being shared with tech companies including Adobe, ContentSquare, Google, Microsoft, Meta, Snap, and Yahoo.
Nineteen of the 21 vehicles tested sent traffic to at least one third party and seven of the 30 apps gave sensitive data such as the vehicle identification number (VIN), emails, phone numbers, and precise location to third-party companies associated with tracking and advertising.
This often went a step further with multiple forms of information being sent to the same third party, a scheme that allows advertisers and data brokers to build in-depth profiles of consumers, according to the findings. These profiles can be particularly hard for consumers to shake because they’re sold to a variety of companies including insurers and banks.
When researchers paired the companion app to the vehicle it roughly doubled the exposure to advertising and tracking companies.
The findings were shared with the different manufacturers and all of them, with the exception of Honda, shifted blame elsewhere and often to consumers, the researchers said. (Honda did respond by improving its data collection practices after learning about the findings and ordered its vendor Amplitude to deleta all geolocation data it had received.)
Consumer Reports was told by several automakers that some links in their companion apps opened outside webpages, which might include cookies that collect customer data. Regardless of how this data was collected, drivers weren’t informed.
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