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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. TOOL · Mastodon — mastodon.social 日本語(JA) ·

    Microsoft Scout, an autonomous AI, announced. Leave scheduling and document creation to it https:// pc.watch.impress.co.jp/docs/ne ws/2113991.html # impress # market # AI # Other

    Microsoft has announced a new autonomous AI agent called "Microsoft Scout." This AI is designed to handle tasks such as scheduling appointments and creating documents. It aims to assist users by managing these administrative duties. AI

    IMPACT This autonomous agent could streamline administrative tasks for users, potentially increasing productivity.

  2. COMMENTARY · dev.to — Claude Code tag English(EN) ·

    Big Tech Just Validated Personal Agents. Here's How to Run Your Own.

    Big Tech companies like Microsoft, OpenAI, and Google are investing heavily in personal AI agents that operate autonomously in the background. These agents differ from chatbots by running as processes, maintaining memory, and acting on priorities without direct user prompting. The core components of such an agent include a scheduled heartbeat, a prioritized signal queue, defined notification rules for escalation, a fallback matrix for errors, and a daily review synthesis. AI

    IMPACT Provides a blueprint for building personal AI agents, shifting focus from infrastructure to protocol design.