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| Platform |  | Pricing | Freemium | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 221 | Founded | 4 years ago | Last Issue | 3 days ago |
| Active | |||||
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newsletter.theaiedge.ioLatest Issues
How Self-Improving Agents Learn from Experience
How executable tasks and adaptive curricula turn production failures into useful practice.
A self-improving agent uses evidence from earlier tasks to change something retained for later tasks, then demonstrates better behavior on new runs....
How DeepSeek V4.1 Flash Separates Reading and Generation
How a shorter input path, shared attention memory, and selective reconstruction change the cost of long conversations.
DeepSeek V4.1 Flash generates text one token at a time. A token is a piece of text, often a word or part of one. To choo...
Build a Jev-Supervised AI Agent
Typed decisions, guarded tools, and a measured comparison with LLM supervisors
An AI agent does more than write its final answer. It chooses a tool, reads the result, decides whether to continue, and sometimes has to admit that an action's...
How Jev Turns Questions Into Decisions
Inside the state, typed-output, probability, and application-policy contracts of a decision model
Jev is a decision model whose interface asks bounded questions about a supplied state and returns probabilities over the allowed answers. A s...
The Complete Guide to Evaluation Pipelines for AI Agents
From production traces and isolated trials to evidence you can use for release decisions
An agent can say that a refund is complete while the customer's account shows no refund. For an agent that can use tools, a convincing reply is only o...
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Authors
The writers behind this newsletter.
I specialize in building large scale end to end Machine Learning capabilities. After a PhD in Physics, I have been a Data Scientist, ML Engineer and Software Engineer for the past 10 years. Until recently, I was a Machine Learning Tech Lead at Meta.
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