Anthropic 一夜震撼升级:Claude 获得「永久记忆」!全球打工人变天
程序员的那些事·2026-01-21 00:51

Core Viewpoint - Anthropic is set to revolutionize AI with the introduction of "permanent memory" in Claude Cowork, transforming it from a simple chatbot into a powerful AI collaborator capable of long-term memory and task execution [1][3][44]. Group 1: Permanent Memory and Knowledge Base - Claude Cowork will feature a new "knowledge base" that allows it to retain information over time, categorizing data instead of relying on a chaotic general memory [12][14][19]. - This knowledge base will enable Claude to actively retrieve relevant background information when responding to queries, enhancing its contextual understanding [16][20]. - Users will have the ability to manage multiple distinct knowledge bases, allowing for tailored interactions based on specific tasks [19][20]. Group 2: Integration of Cowork and Chat Modes - The Cowork mode will become the primary interface for Claude, integrating chat functionalities while emphasizing workflow and productivity [21][28]. - Traditional chat features will still be available but will be folded into the Cowork mode, which will serve as the default workspace for users [22][23]. Group 3: User Interface and Automation Enhancements - The user interface will undergo significant changes, including a dedicated Artefacts sidebar for managing and reusing outputs, moving away from transient interactions [29][30]. - Enhanced automation capabilities will be introduced through the MCP Registry, allowing Claude to dynamically manage remote connectors and improve task execution [33][39]. Group 4: Experience Layer Upgrades - New features such as a web voice mode and upgraded Pixelate functionality will enhance user experience, indicating a shift towards multi-modal and frequent usage [40][41][44]. - These updates suggest that Claude is evolving into a more interactive and capable AI partner, rather than just a question-and-answer tool [44]. Group 5: Industry Context and Future Implications - The introduction of permanent memory aligns with a broader industry trend towards continuous learning in AI, with expectations that 2026 will be a pivotal year for advancements in this area [47][51][65]. - The competition among AI assistants may enter a new phase as companies like Anthropic push the boundaries of what AI can achieve with persistent memory and task execution capabilities [45][56].

Anthropic 一夜震撼升级:Claude 获得「永久记忆」!全球打工人变天 - Reportify