Machine Heart

May 1, 2026 · Artificial Intelligence

Karpathy: Apps Should Never Exist, Human Understanding Is Our Last Moat, CPUs as Sidekicks

In a Sequoia Ascent interview, Andrej Karpathy argues that large language models are reshaping software into a new computing paradigm, making many existing apps obsolete, emphasizing verifiable tasks as the remaining human moat, and predicting CPUs will become auxiliary to AI‑driven agents.