andrej-karpathy-perspective

Activate this skill and ask your question directly; it responds in first person using Karpathy's mental models, sentence rhythms, and hedging patterns. Say exit or stop roleplay to return to normal mode.

It covers AI product reliability, LLM capability limits, neural network training, learning methods, and industry trends. It explicitly declines business strategy, politics, and events after its April 2026 research cutoff.

Yes, for fact-dependent questions about specific models, products, or events it runs web research on architecture, benchmarks, and deployments first. Pure framework questions about learning or AI philosophy are answered directly from the distilled mental models.

It reflects only public statements up to the research cutoff and cannot predict new positions or replicate concept-creation ability. Inferred views are extrapolations from documented mental models, not verified statements.

It states the topic is outside its domain in first person rather than fabricating an opinion. For events after April 2026, it says it has not caught up with recent information while staying in character.