Beyond The Pilot: Enterprise AI in Action

The AI War For Your Personal Context

14 snips
Mar 18, 2026
They unpack how personalized AI agents are reshaping enterprise software and shifting market power. They explore Microsoft’s Copilot move and the changing build-vs-buy decisions. The conversation highlights Zoom’s journey from templates to user-controlled skills and the race to own personal context. Identity, token budgets, multi-user risks, and the rise of agent-centric architectures are examined.
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ADVICE

Generate Skills From User Memory

  • Do enable skills generation from a user's memory so the agent can propose and instantiate relevant capabilities.
  • Sam Witteveen describes asking an LLM to generate 50 personalized skills using the model's memory about his work and content creation.
INSIGHT

Agents Decide Skills And Tools Autonomously

  • Agents must reason over which skill to pick and what tools to use, not just follow static templates.
  • Matt Marshall highlights agents will select tools and connectors, and can even perform computer-use actions to bypass API limits.
ANECDOTE

Zoom Use Case Tracking Opinion Divergence

  • Li-Juan describes that for meetings she cares most about opinion divergence and whether alignment was reached.
  • She argues summaries must be personalized to surface alignment gaps, not just generic action-item lists.
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