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An internal Microsoft strategy document says that the plan for its just-announced “Scout” personal assistant AI is to “make people addicted” to the tool before rolling out additional functionality, 404 Media has learned. “Three phases from addictive app to agentic platform,” the documentation.
Microsoft has been piloting Scout as an internal tool for employees it was calling “ClawPilot,” since March. ClawPilot—and now Scout—are part of “Project Lobster,” which is a Microsoft plan to bring the popular OpenClaw AI tool to its Microsoft 365 suite of products in a way that nontechnical people can use. It is not particularly notable that Microsoft is developing new AI tools—the company has reoriented almost everything it does to focus on AI, and every major AI company has tried to figure out how to bring AI agents into their products after OpenClaw went viral earlier this year. OpenClaw allows users to create AI agents that can act on behalf of the person using it; it can send emails, edit calendars, publish blog posts, and more. What is notable is that the explicit goal of the people developing the product is to addict its users. Microsoft officially announced Scout Tuesday as an “always-on personal agent” that runs on OpenClaw and is integrated into Microsoft 365.
The internal Microsoft document, called “ClawPilot: Overview and Plan with Project Lobster,” seen by 404 Media has a subheading called “ClawPilot Overall Plan,” which notes “three phases” to its launch plan. The first phase is “Make people addicted.”
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The IRS’s new, Palantir-powered API will make IRS data available to any app it wishes, and Palantir is working for the Criminal Investigation (CI) part of the IRS on a new system to bring together traditionally disparate systems into a single overarching one to investigate all sorts of financial crime, according to a cache of documents obtained by 404 Media.
The existence and development of the API have been previously reported and announced by the Department of the Treasury. But the documents provide much more specific insight into what the IRS is hoping to achieve with it, and what the agency wants Palantir to build.
“As the IRS’ mission expands as a result of legislative mandates, taxpayer expectations, and oversight requirements, IRS data systems have become increasingly complex and siloed; this creates an opportunity to modernize data access, enhance secure information sharing across business operations, and accelerate compliance capabilities,” one of the documents reads.
404 Media obtained the documents through a Freedom of Information Act (FOIA) request with the IRS.
The idea of the new API—an Application Programming Interface that lets different pieces of software communicate with one another—is to make “IRS data easily accessible to any app,” according to one of the documents. Specifically, the API will use Palantir’s Foundry software, the documents say.
In September, the Department of the Treasury announced: “To continue improving data integrity and technical infrastructure, Treasury has awarded a contract to Palantir. This partnership will enable a common API layer that supports developer platforms, workflow automation, and data analytics. This work supports federal employees, increasing efficiency for their professional duties.”
Last month The Intercept reported Palantir is helping the IRS analyze dozens of different datasets to investigate financial crimes. One of the documents obtained by 404 Media discussing CI’s modernization says one objective is to provide modern tools to support investigations into “complex criminal financial crimes, organized crime, tax crimes, protecting the US financial system and other US Treasury Department missions.”
One section lays out how CI currently handles data:
“CI does not have a centralized law enforcement case management system that allows for deconfliction (increased intelligence and officer safety), lead tracking, centralized evidence/case file management, chain of custody tracking, or investigative file sharing/comprehensive case file access (across CI, Chief Counsel, Department of Justice, and civil counterparts). Nor does CI have a centralized repository for all CI case data (intelligence and data analytics). CI's current solution for managing case data is having case related evidence, memorandums, and investigative approval requests housed in Windows folders maintained on individual agent's computers, shared Windows folders within field offices that periodically backup to regional servers and locking filing cabinets and grand jury storage rooms that house physical evidence.”
In February a second federal judge ordered the IRS to stop sharing residential addresses with ICE, Politico reported.
Neither Palantir nor the Department of Treasury responded to a request for comment.
You can read the documents here: