Karpathy’s March of Nines shows why 90% AI reliability isn’t even close to enough
“When you get a demo and something works 90% of the time, that’s just the first nine.” — Andrej KarpathyThe “March of Nines” frames a common production reality: You can reach the first 90% reliability with a strong demo, and each additional nine often requires comparable engineering effort. For enterprise teams, the distance between “usually works” and “operates like dependable software” determines adoption.The compounding math behind the March of Nines“Every single nine is the same amount of work.” — Andrej KarpathyAgentic workflows compound failure. A typical enterprise flow might include: intent parsing, context retrieval, planning, one or more tool calls, validation, formatting, and audit logging. If a workflow has n steps and each step succeeds with probabili [...]
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A weekend ‘vibe code’ hack by Andrej Karpathy quietly sketches the missing layer of enterprise AI orchestration
This weekend, Andrej Karpathy, the former director of AI at Tesla and a founding member of OpenAI, decided he wanted to read a book. But he did not want to read it alone. He wanted to read it accompan [...]
Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI
AI vibe coders have yet another reason to thank Andrej Karpathy, the coiner of the term. The former Director of AI at Tesla and co-founder of OpenAI, now running his own independent AI project, recent [...]
Andrej Karpathy's new open source 'autoresearch' lets you run hundreds of AI experiments a night — with revolutionary implications
Over the weekend, Andrej Karpathy—the influential former Tesla AI lead and co-founder and former member of OpenAI who coined the term "vibe coding"— posted on X about his new open source [...]
DeepSeek drops open-source model that compresses text 10x through images, defying conventions
DeepSeek, the Chinese artificial intelligence research company that has repeatedly challenged assumptions about AI development costs, has released a new model that fundamentally reimagines how large l [...]
How to stream March Madness 2025: Watch the Final Four games on April 4 and 5
By now, your brackets were likely busted a long time ago. The 2025 NCAA Tournaments, affectionately known to many as March Madness, are coming to a close. Both the men's and women's Final Fo [...]
AI researcher Andrej Karpathy says agentic AI is years away from matching industry hype
Andrej Karpathy, former AI researcher at OpenAI and Tesla, is skeptical of the current hype surrounding agent-based AI and large language models.<br /> The article AI researcher Andrej Karpathy [...]
Former Tesla AI chief Andrej Karpathy now codes "mostly in English" just three months after calling AI agents useless
Just last October, Andrej Karpathy dismissed AI agents: "They just don't work." Now he says 80 percent of his coding is agent-based and calls it the "biggest change to my basic cod [...]
Andrej Karpathy says humans are now the bottleneck in AI research with easy-to-measure results
AI developer Andrej Karpathy let an autonomous agent optimize his training setup overnight, and it found improvements he'd missed despite two decades of experience.<br /> The article Andrej [...]