Monday, February 2, 2026

TL;DR

Today’s briefing covers 515 items from 13 sources.

Research Corner

Paper Source
JAF: Judge Agent Forest arXiv AI
The Six Sigma Agent: Achieving Enterprise-Grade Reliability in LLM Systems Th… arXiv AI
Why Reasoning Fails to Plan: A Planning-Centric Analysis of Long-Horizon Deci… arXiv AI
Sparks of Rationality: Do Reasoning LLMs Align with Human Judgment and Choice? arXiv AI
Learning Provably Correct Distributed Protocols Without Human Knowledge arXiv AI
Semi-Autonomous Mathematics Discovery with Gemini: A Case Study on the Erd\H{… arXiv AI
AI-Enabled Waste Classification as a Data-Driven Decision Support Tool for Ci… arXiv AI
When LLM meets Fuzzy-TOPSIS for Personnel Selection through Automated Profile… arXiv AI
Anytime Safe PAC Efficient Reasoning arXiv AI
Controllable Information Production arXiv AI

News & Analysis

Deep Dive: Today’s AI Landscape

Synthesized from multiple research sources

Key AI announcements and breakthroughs as of early 2026 focus on agentic AI systems, advanced hardware from NVIDIA, quantum-AI hybrids, and specialized medical applications, with CES 2026 highlighting major launches.[1][2][5]

Major Hardware and Infrastructure Launches

NVIDIA unveiled its Vera Rubin platform at CES 2026, succeeding Blackwell with enhanced processing power, memory bandwidth for trillion-parameter models, new H300 GPUs, and an AI foundry for custom silicon; full production is slated for later in 2026.[1][2][4]

  • Additional NVIDIA releases include Alpamayo, a 10B-parameter vision-language-action model for autonomous driving with chain-of-thought reasoning, AlpaSim simulator reducing validation variance by 83%, and LG CLOiD, a Jetson Thor-powered ho

Sources:

Alternative options: 2. Use the Research skill which uses Perplexity/Gemini for multi-source research: /research AI news announcements 2026-02-02 3. Provide a URL and I can fetch content with WebFetch


This newsletter is automatically generated by PAI using RSS aggregation and AI research tools. Sources include arXiv, HuggingFace, OpenAI, Google AI, MIT News, VentureBeat, and more.

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