Software 3. 0 By Karpathy | NextBigFuture. com Critical Aspects of Software 3 0 Karpathy highlighted several critical aspects of Software 3 0 during his presentation: LLMs as a Computing Platform: He likened LLMs to utilities like electricity Training these models is a massive upfront investment (akin to building a power grid), while using them through APIs is like paying for metered usage
Andrej Karpathy Keynote at YC AI Startup School - Circleback Karpathy compared LLMs to utilities where labs spend capex to train models (like building electrical grids) and opex to serve intelligence via APIs with metered access LLMs also resemble semiconductor fabs due to massive capex requirements and centralized R D secrets, though software's malleability makes them less defensible
Andrej Karpathy How I use LLMs is a more practical guide to examples of use in my own life Intro to Large Language Models is a third, parallel, more optional video from a longer time ago Technical track: Follow the Zero to Hero playlist Back to OpenAI Built a small team, improved GPT-4 on ChatGPT
Andrej Karpathy on the Rise of Software 3. 0 - Analytics Vidhya Part 3: Opportunities in the Age of LLMs Karpathy wrapped up his keynote by talking about the amazing opportunities brought by Software 3 0 and LLMs One of the most exciting developments is the rise of partial autonomy apps These apps let you automate tasks, but still give you control over the process Take Cursor, for example
The Future of Software: Insights from Andrej Karpathy But the transformation doesn’t halt there; we’re now glimpsing the dawn of Software 3 0, powered by Large Language Models (LLMs) like GPT This new paradigm doesn’t just operate on instructions; it understands prompts in natural language—English, in many cases—and crafts responses and actions in a context that mimics human comprehension
Andrej Karpathy: Software Is Changing (Again) – Lifeboat News . . . More content from Andrej: @andrejkarpathy Chapters and Thoughts (From Andrej Karpathy!) 0:00 — Imo fair to say that software is changing quite fundamentally again LLMs are a new kind of computer, and you program them *in English* Hence I think they are well deserving of a major version upgrade in terms of software