We evaluate DeepCode on the PaperBench benchmark (released by OpenAI), a rigorous testbed requiring AI agents to independently reproduce 20 ICML 2024 papers from scratch. The benchmark comprises 8,316 ...
With scaling solved and UX improving, 2026 becomes the first year DApps must retain real users, not just farmers — testing whether Web3 apps deserve adoption.
A slower "reasoning" model might do more of the work for you -- and keep vibe coding from becoming a chore.
Offering downloadable sample code, the book is written to help you discover how to use Python in a wide variety of ...
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