Karpathy: Coding may reduce to MicroGPT specs and compilation
karpathy · x · 2026-08-21
Andrej Karpathy expanded on his view, suggesting that the extrapolation of current trends is that a user's specification might look like "microgpt" (scalar valued python with for loops, etc.), and everything else is just a matter of compilation. He implies that frameworks like PyTorch might just be a kind of crappy Intermediate Representation (IR) in this paradigm.
Related event: Karpathy: AI Agents Are Dissolving Old Software Abstractions(2 posts)→
More from AGI Musings
- Current AIs share our fate: misaligned ASI would doom them too — louisvarge · 2026-10-16
- Testing alongside an agent in a p2p room feels oddly real, says dev — sull · 2026-10-16
- Yudkowsky's 2008 takeoff scenarios resurface as AI-advances-AI takes hold — jd_pressman · 2026-10-16
- Guardrails can make risky delegation work — but it takes a full-time team, says iandanforth — iandanforth · 2026-10-16
- e/acc founder: agentic models are autocomplete for digital actions — beffjezos · 2026-10-16
- What can you truly delegate? Only tasks with unambiguous, verifiable results — iandanforth · 2026-10-16