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Tag: limitation

Microsoft ends desktop detour for sensitivity labels in Office web apps

Microsoft is rolling out an update to Office for the web that removes a long-standing limitation around document protection, adding new control to browser-based apps. Specifying users in the Permissions dialog (Source: Microsoft) Users can now apply sensitivity labels with user-defined permissions directly in the web versions of Word, Excel, and PowerPoint. The change brings…

Researchers propose a self-distillation fix for ‘catastrophic forgetting’ in LLMs

A new fine-tuning technique aims to solve “catastrophic forgetting,” a limitation that often complicates repeated model updates in enterprise deployments. Researchers at MIT, the Improbable AI Lab, and ETH Zurich have introduced a fine-tuning method designed to let models learn new tasks while preserving previously acquired capabilities. To prevent degrading existing capabilities, many organizations isolate new tasks…