AI Is Ready to Act. Companies Are Not.

AI is ready to act in the real world, but most organizations aren’t ready to let it. In his CTech op-ed, NGV General Partner Tal Cohen argues that once AI moves into vehicles, factories and fleets, the bottleneck is no longer the model. It is the “habitat” around it. A habitat sets the boundaries of the system’s job, keeps a record of its actions, grants authority in stages, and ties each action to a visible consequence. Systems should earn independence step by step, based on evidence rather than demos. Companies that keep that evidence will deploy faster each time. Tal sees this layer as a strong opening for startups, and building it as a natural strength for Israel.