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§ Section · AI

AI

Models, agents, infrastructure — the pulse of AI.

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  1. 01

    GPT-5.6 Sol Beats Claude 5 Opus on ARC-AGI-3 Test via Custom Evaluation System

    OpenAI claims GPT-5.6 Sol achieved a 38.3% score on the ARC-AGI-3 test, surpassing Claude 5 Opus. However, this milestone was only reached using the company's own custom evaluation system, prompting skepticism from industry observers.

  2. 02

    Local Merge Queue Solution Launched for Parallel Claude Code Agents

    A new open-source tool helps developers resolve Git merge conflicts when running multiple Claude Code agents simultaneously on a local machine.

  3. 03

    Microsoft Copilot AI Usage Rivals Teams and Outlook in Workplace

    Microsoft's Q4 fiscal year 2026 financial results reveal that the rise of agentic AI is driving record workplace adoption, with Copilot usage now rivaling core applications like Teams and Outlook.

§ Section · Robotics

Robotics

Humanoids, drones, physical automation.

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  1. 01

    Local Merge Queue Solution Launched for Parallel Claude Code Agents

    A new open-source tool helps developers resolve Git merge conflicts when running multiple Claude Code agents simultaneously on a local machine.

  2. 02

    Mark Zuckerberg Expects Billions of People to Use Personal AI Assistants

    Meta CEO Mark Zuckerberg forecasts an era of autonomous personal AI assistants and reveals plans to expand into enterprise AI following the company's Q2 2026 earnings report.

  3. 03

    GPT-5.6 vs. Claude Fable 5 in the Physical AI Race

    JuliaHub released a comparative evaluation of GPT-5.6 and Claude Fable 5 on scientific computing, physics simulation, and robotic control in physical environments.

§ Section · Tech

Tech

Hardware, web, policy, startups.

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  1. 01

    Trading Free Meals for Humanoid Robot Training Data 🤖

    A German startup is sending camera-equipped chefs to cook in private homes to gather real-world action data for training future humanoid robots.

  2. 02

    The rise of local-first apps: The future belongs to your device

    The local-first app movement is gaining momentum as developers seek alternatives to rising cloud costs, high latency, and privacy concerns.

  3. 03

    915 MHz Wireless Security Analysis on Flume Water Monitor

    A security analysis by Waveform Security reveals that the 915 MHz RF communication protocol of the Flume Water Monitor is highly secure.

Munin • Long-term memory for Agents