Meta's new Model Capability Initiative will track the mouse movements, clicks, and keystrokes of its US employees to generate high-quality training data for future AI agents. This software will operate on specific work-related apps and websites, and will also utilize periodic screenshots to provide context for the AI training.
Using the Mic button and dropdown, you can select your audio devices, including your speaker volume. In most cases, Teams selects this correctly, but if you want to switch to a Bluetooth or USB headset, for instance, choose the right device from the Speaker and Microphone section of the right pane.
The predictable file structure of the content management system makes it easy to guess where a file is stored, leading to potential leaks, as demonstrated by a journalist accessing a leaked UK budget document.
When civilian banks, logistics platforms, and payment processors share physical data center infrastructure with military AI systems, those facilities become legitimate military targets under international humanitarian law - and the civilian services housed inside lose their legal protection.
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There is a growing emphasis on database compliance today due to the stricter enforcement of compliance rules and regulations to safeguard user privacy. For example, GDPR fines can reach £17.5 million or 4% of annual global turnover (the higher of the two applies). Besides the direct monetary implications, companies also need to prioritize compliance to protect their brand reputation and achieve growth.
A future-proof IT infrastructure is often positioned as a universal solution that can withstand any change. However, such a solution does not exist. Nevertheless, future-proofing is an important concept for IT leaders navigating continuous technological developments and security risks, all while ensuring that daily business operations continue. The challenge is finding a balance between reactive problem solving and proactive planning, because overlooking a change can cost your organization. So, how do you successfully prepare for the future without that one-size-fits-all solution?
Azure Governance is the set of policies, processes, and technical controls that ensure your Azure environment is secure, compliant, and well-managed. It provides a structured approach to organizing subscriptions, resources, and management groups, while defining standards for naming, tagging, security, and operational practices.
Microsoft has made OneDrive agents generally available, allowing users to query multiple documents simultaneously through Copilot instead of just one at a time. Users can select up to 20 files and create an agent, saved as a .agent file in OneDrive. Rather than teasing information out of individual documents, Microsoft says users can make cross-document queries, including "What decisions have we made so far?" and "What risks keep coming up?" The agent then generates a response based on the documents' content.
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Dropbox engineers have detailed how the organization was able to build the context engine behind Dropbox Dash, demonstrating a shift towards index-based retrieval, knowledge graph-derived context, and continuous evaluation to support enterprise AI knowledge retrieval at scale. The design points to a broader pattern emerging across enterprise assistants, whereby teams are deliberately constraining their live tool usage and instead relying more heavily on pre-processed, permission-aware context to speed latency, improve quality and ease token pressure.