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State of AI

Summaries of Frontier AI Research Papers

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Substack
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Latest Issues

A Breakthrough in Cost, Multi-Agent Reasoning Under Uncertainty, and Hallucination Mitigation Through Nested Memory

Welcome to today’s edition of State of AI 👋 And a warm welcome to our 26 new subscribers since last edition!

🔦 Spotlight: Pathway’s Cost-Efficiency Breakthrough

A 150M-parameter model just pushed the cost frontier of AI reasoning

I’...

4 days ago
9

Metis: LLM Memory Without the Cumbersome Retrieval Stack

👋 Welcome to this month’s edition of State of AI: Monthly Paper Deep Dive.

Before we get into the paper: today’s edition is sponsored by Oumi, and this is one I’d actually tell you to join. They’re tackling the exact problem we keep writi...

7 days ago
15

Graph-Based Agentic AI, Adaptive Speculative Decoding, and Physics-Based Digital Twins

This edition showcases a fascinating convergence of three major trends reshaping AI systems: the infrastructure and governance challenges of building reliable, auditable agentic workflows; the practical engineering required to make inferenc...

11 days ago
21

Gradient Bottlenecks, Token Learning Dynamics, and Agentic Self-Evolution: Understanding LLM Training and Deployment

Welcome to today‘s edition of State of AI 👋

Welcome to today‘s edition of State of AI 👋

a month ago
15
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Recursive Evidence Replay for Long-Context Reasoning, Multi-Turn Red Teaming for Code Security, and Neuron-Aware LLM Optimization

Welcome to today‘s edition of State of AI 👋

Welcome to today‘s edition of State of AI 👋

a month ago
12
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