Gradient Ascent
Sairam SundaresanGradient Ascent is your weekly guide to AI, trusted by Silicon Valley's top tech firms and the best academic labs worldwide.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 111 | Subscribers | Read | newsletter.artofsaience.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Inside Claude Code, OpenAI Codex, and HuggingFace's ML Engineer Agent : 📚 Tokenizer #26
The AI-coworker metaphor stopped being a slide this week and started being software I could `pip install`. OneManCompany argues the bottleneck in agent teams is organisational, and posts 84.67% on a benchmark that tests whether agents can w...
Inside OpenAI's No-Review Codebase, the 98% of Claude Code That Isn't the Model, and BMad's Six-Agent Dev Team - 📚 The Tokenizer Edition #25
Hey there! A recurring theme this week: the interesting frontier sat outside the model. VILA Lab took Claude Code apart at the source and found 98.4% of the codebase is operational infrastructure, not AI decision logic. OpenAI’s Frontier te...
Cursor's Agent-Written CUDA Kernels, Claude Cowork for Non-Engineers, and Stanford's Frontier Systems - 📚 The Tokenizer Edition #24
Hey there! This week the strongest work happened underneath the models: in the training signal, the kernel compiler, and the retrieval pipeline. Over at Cursor, an agent swarm writes CUDA kernels 38% faster than human-tuned baselines on GQA...
Running your Life with Claude Code, How OpenAI Uses Codex, and the Anatomy of a Coding Agent - 📚 The Tokenizer Edition #23
Hey there! This week kept circling back to one question: what does it actually take to make agents useful in production, not just in demos? A field engineer at Galileo is now answering every customer question by routing Claude Code across f...
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Authors
The writers behind this newsletter.
Author of AI for the Rest of Us and AI engineering leader with 15+ years of industry experience. I help tech professionals break into AI and companies build valuable products through my writing and teaching.
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