Most agentic AI projects in production have stalled over data problems
Enterprises are connecting AI agents to live data feeds and putting them to work on tasks that once required human review, from IT operations to software development. The …
GitHub releases an open dataset for multilingual developer content
Developers coordinate code across README files, issue threads, and pull request discussions. Much of that exchange happens in English, and a large share happens in other …
A $2 trillion revenue shift hinges on AI data governance
Across large enterprises, a single question keeps surfacing when teams want to put customer data to work. Can this record be used for a given purpose, and does the consent …
Europe’s digital identity wallet gets its first set of standards
People across the European Union already use their phones for banking, travel, and government services. The European Digital Identity Wallet will bring those activities into …
Making the cloud prove it followed your privacy wishes
Companies that store personal data in cloud key-value databases should handle deletion requests by running the operation and confirming the job is complete. The people making …
X Square Robot open sources its robot-free data collection framework
Companies building robots for physical work spend large amounts of time and money operating machines by hand to gather training examples. Each session with a physical robot …
Microsoft Scout agent opens a new category of always-on Autopilots
Workplace AI assistants have mostly waited for a prompt before doing anything. A user asks, the tool answers, and the exchange ends there. Microsoft is putting a different …
Codex knowledge work expands into research, reports, and spreadsheets
Office workers in the United States lose hours each week to email triage and to searching for files spread across disconnected systems. Roughly 40 percent of US labor, about …
This AI model backdoor attack stays hidden until you customize the model
Most teams that deploy AI start with a backbone model. They download a large pre-trained system, adapt it to a specific task, and put it into production. The download step …
Data discovery gaps that catch enterprises off guard
In this interview with Help Net Security, Avani Desai, CEO at Schellman, talks about the gap between what organizations think they know about their data and what discovery …
One in four MCP servers opens AI agent security to code execution risk
Enterprise deployments of AI agents lean on two extension mechanisms that introduce risk at different layers of the stack. MCP servers expose deterministic code functions with …
Your work apps are quietly handing 19 data points to someone
Office work in 2026 runs through a stack of mobile apps that sit on the same phones people use for banking, messaging family, and tracking their location. Ten of the most …
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