Vanishing Gradients
Hugo Bowne-Anderson, Alex Strick van Linschoten, Skylar Payne, Stefan Krawczyk, Eleanor Berger, Duncan Gilchrist, Isaac Flath, Shreya Shankar, John BerrymanEverything you wanted to know about data, ML, and AI, but were too afraid to ask.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 63 | Subscribers | Read | hugobowne.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Why most AI projects fail before they ship (and the eval-driven approach to fix it)
What does it actually take to build AI software that works in production? Not just a demo, production. In Workshop 1, we broke down the foundations: evaluation-driven development, the Build→Deploy→Monitor→Evaluate cycle, and why most AI pro...
Final Cohort: Building AI Systems That Actually Work
* How do I evaluate complex agentic systems?
Is Fine-Tuning Dead (Yet)?
For five dollars and a day of training, Zach Mueller built a local bash assistant that runs entirely on his laptop. No API calls, no cloud, no ongoing costs. He took a task that a 30 billion parameter model could do, generated 41,000 traini...
Harness Engineering: Why Agent Context Isn't Enough
In a recent conversation on the Vanishing Gradients podcast, I spoke with Jeff Huber, CEO and co-founder of Chroma, about the fundamental shifts happening in AI-powered search and AI system development. We talked about moving beyond simple ...
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Authors
The writers behind this newsletter.
Hugo is a data scientist, educator, evangelist, content marketer, data strategy consultant, and host of the industry podcast Vanishing Gradients.
ML Engineer @ ZenML
There's a chasm between data science and engineering. Let me show you how to bridge it.
MLOps + Data + LLMOps; creator of https://github.com/dagworks-inc/hamilton. Formerly of: Stitch Fix, Idibon, Nextdoor, LinkedIn, HRI, IBM. CEO @ DAGWorks - dagworks.io
Co-founder Delphina. Past: Uber, Gopuff, Wealthfront. PhD Harvard.
Isaac is an independent consultant who has helped many companies incorporate AI into their products. I've taught AI efficiency to companies for years and worked for tech startups and cutting edge labs.
I was an early product engineer on GitHub Copilot. And I wrote a couple of books! One on Prompt Engineering (https://amzn.to/4gChsFf) and one on Relevant Search (https://amzn.to/3TXmDHk)
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