HeyJaredMathy AI Substack
Deep learning paper reviews, blogs about machine learning techniques, LLM discussions
- Indexed issues, last 90 days
- 6
- Latest publication
- Sep 28, 2026
- Audience
- Checking…
- Earliest in this view
- Sep 7, 2026
Latest issues
Self-Play Pretraining with Zero Data (opens the original)
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We’ve gotten used to the idea that training a massive, powerful language model requires insane amounts of data (hundreds of terabytes), preferably generated by humans.I absolutely love papers that make me revisit concepts I learned decades ago..<img alt
From Homework Solvers to Autonomous Researchers: The AI That Learned to Invent Math (opens the original)
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<img alt="" class="sizing-normal" height="567.4947368421052" src="https://substackcdn.com/image/fetch/$s_!ia9q!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fec432560-9ba2-42c9-8d16-439585ad0250
The Return of the Dinosaur: Why SGD is Suddenly Beating AdamW (opens the original)
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<img alt="" class="sizing-normal" height="626.7329842931937" src="https://substackcdn.com/image/fetch/$s_!dasw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F727d1c70-3d84-4836-a598-a68b9357026
Jev, three days in: what is known, what is guessed, and what it is good for (opens the original)
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<img alt="" class="sizing-normal" height="328.630859375" src="https://substackcdn.com/image/fetch/$s_!ArAN!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F35dc9b92-6756-4ae9-a779-a232ad7c1992_10
Beyond Microservices: Architecting the Agent Coordination Layer (opens the original)
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<img alt="" class="sizing-normal" height="559" src="https://substackcdn.com/image/fetch/$s_!f8hA!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F291e0a1f-bc22-4058-ab37-20a4b6130e49_1024x559.jpe
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