The Weight of This Take
Karpathy is one of the few technical figures whose words carry real weight—former head of AI at Tesla and an early member of OpenAI—and his observations are often treated as a leading indicator for the industry. He describes "Claws" (referring to a certain form of agent-type tools) as "a new layer stacked on top of existing apps," and this framing is quite illuminating: AI agents aren't here to replace your existing software but to sit on top of it, becoming a new operating layer between people and apps—you speak to the agent, and the agent operates the apps underneath. It's a reimagining of the human-computer interaction paradigm.
The Promise and Controversy of a "New Layer"
If this shift continues, some apps may become services called by agents rather than interfaces users operate directly. Developers need to consider interfaces and permissions; users need action records and ways to undo mistakes. Karpathy’s argument offers a direction to watch, whose adoption still depends on reliability and clear responsibility.
via: Hacker News