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Rami's Readings #133 - DeepSeekMath-V2 ⭐

Welcome to Rami’s Readings #133 - a weekly digest of interesting articles, papers, videos, and X threads from my various sources across the Internet. Expect a list of reads covering AI, technology, business, culture, fashion, travel, and more. Learn about what I do at ramisayar.com/about.



👋🏼 Welcome New Subscribers

Hello! A hearty thank you for subscribing to Rami’s Readings! There are quite a few new subscribers this week, thanks to recommendations from The AI Ethics Brief, Product Byte, and The VC Corner. I am thrilled to have you on board! In this newsletter, I curate the best papers, tweets, and articles I have read during the week focusing on LLMs, AI, economics, business, and technology news. You can learn more about me on my website.


🤖 AI Reads

DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning

Notes: Excellent and thought-provoking paper from DeepSeek. It echoes much of Yann Lecun’s points. Subscribers, please read everything DeepSeek publishes!

INTELLECT-3: A 100B+ MoE Trained with Large-Scale RL

Notes: Frontier results on a number of benchmarks, but they open sourced much of their training infrastructure. Paper.

MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation

Notes: More diffusion model papers.

Image Diffusion Models Exhibit Emergent Temporal Propagation in Videos

Notes: Pretty cool paper from South Korea.

AI Agents in Action: Foundations for Evaluation and Governance

Notes: From the World Economic Forum.

Fara-7B: An Efficient Agentic Model for Computer Use

Notes: Not from my group (see disclosure).

💼 Business Reads

Worldwide Markets Roiled by Data-Center Snafu in Chicago Suburb

Notes: I often discuss datacenter energy demands, but innovation in datacenter cooling is also desperately needed.

US Options Market Grapples With ‘Concentration Risk’ in Clearing

Notes: How many of you are trading 0DTE?

Every listed US options trade goes through The Options Clearing Corp., a central counterparty that handles more than 70 million contracts a day during busy periods. The trades are submitted to the OCC by its members — who help trades get to the clearing house and act as guarantors in case their clients go bust.

Jakarta Has Overtaken Tokyo to Become the World’s Largest City

Notes: Any travel recommendations? I haven’t visited.

Signing off from Redmond, WA.