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Aaron Levie on enterprise agents

What's this about?

Box CEO Aaron Levie explains why a domain-specific agent harness—enterprise permissions, search and workflows—can matter more than swapping the base model. His five-year token-use forecast is opinion, not a measured outcome.

What exactly is an agent harness?

The surrounding software that gives a model the right documents, allowed actions and checkpoints. In an enterprise, it must respect who may see which files.

What's the community saying?

No strong 24-hour community thread was found for the episode.
  1. Coding adoption spreads fast because inputs and tests are relatively concrete.
  2. Business processes have messier permissions and data, slowing rollout.
  3. Current subsidised token prices may not reflect long-run application costs.
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