Mathy AI Substack
Mike Erlihson, Mathy AI, Niv Cohen, Shmulik Cohen | AI SuperheroDeep learning paper reviews, blogs about machine learning techniques, LLM discussions
| Platform |  | Pricing | Only free issues | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 272 | Founded | a year ago | Last Issue | 6 days ago |
| Active | |||||
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aiwithmike.substack.comLatest Issues
It’s not enough for an LLM to be right: from a single correct answer to a collection of ways of thinking.
In recent years, RL has become one of the central tools for improving the reasoning abilities of language models. One especially prominent approach is RLVR, training with a verifiable reward, usually based on a simple question: is the final...
When Local Optimization Breaks Global Demand
An unusual review of an unusual AI paper that incorporates flavors of game theory, which I will someday (in retirement) learn properly. Since I am an expert in neither game theory nor economics, and only understand a bit about AI, I don’t r...
Can AI Replace Developers in Software Engineering Research? Bridging the Gap Between Academia and Industry
One of the most frustrating obstacles in software engineering research is the necessity of human labeling to compare different methods. Recruiting professional developers is expensive, the paper notes an average cost of $60 per hour, which...
Hybrid optimization is simply babysitting evolution
An unusual paper on HPO and the integration of LLMs within it, where HPO stands for Hyperparameter Optimization.
There is a widespread belief that LLMs can reason their way through complex search spaces by scanning experiment histories. Th...
When the Source Is Real but the Content Is Fabricated: What Hallucinations in Language Models Look Like
Okay, friends, today’s review deals with one of the most annoying, stubborn, and challenging problems in language models: hallucinations. Not the simple kind of hallucination where “the model invented a fact in a single question,” but the m...
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Authors
The writers behind this newsletter.
Seasoned Data Scientist and Math PhD with >20 years of experience in a wide range of algorithm development/data domains
PhD candidate - Weizmann Institute of Science
AI Engineer and Master's student with a passion for making complex technology accessible. I share practical guides, project insights, and curated tech developments to help you become your own AI Superhero
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