On-device proactive agents (demonstrated on Copilot Plus PCs) can take independent action like opening Outlook and summarizing emails without internet connection, representing a new class of autonomous agent capability.

There is a significant lack of personalization in enterprise education; tools and workflows differ substantially between roles (marketers vs developers vs customer success), yet education approaches often fail to account for this.