Claude AI Gives Chat and Cowork One Editable Memory
Anthropic’s shared memory carries context between conversations and Cowork tasks, with topic-level controls and an opt-in for sensitive information.
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Anthropic’s shared memory carries context between conversations and Cowork tasks, with topic-level controls and an opt-in for sensitive information.
Anthropic is removing the mode switch, letting Claude route quick questions and longer-running tasks through the same conversation.

Microsoft separates generally available CRM skills from public-preview sales and Teams features, while restricting its more autonomous Service Agent to selected customers.

Google’s private-preview enterprise agent promises days-long execution, separate worker identities, and model choice, putting governance and spending controls at the center of…
Ollama's latest release lets you swap Anthropic's inference for powerful open cloud models inside Claude Cowork and Claude Code, with a single…

One persistent agent spans business apps, code, and automation, while Google separates model choice from the agent and puts industry specializations in…

The redesign brings Office work, natural-language app building and persistent agents together, but availability and billing differ sharply between them.

Everyday Chat and Office work stays under a user license, but advanced agents require Copilot Credits and an admin billing policy.

Microsoft is combining collaboration, app building and persistent agents in Copilot, but each experience has a different access timeline.
Learn how to turn Claude Code into a personal AI work system with memory, automation, parallel agents, and connected business tools.
Reproducible benchmarks and real-user telemetry gave Claude a performance target, while engineers controlled priorities, tradeoffs, and approvals.
Qwen3.8-Flash-Next and GLM-5.3-Flash bring recent Claude-class performance to downloadable models, but “local” still means server-grade hardware.

Claude subscribers can fund their own apps and agents without adding a Platform payment method, but interactive Claude Code remains excluded.

Apps and Managed Runtime enter public preview, while Foundry IQ and the Review panel offer generally available grounding and readiness checks.
Alibaba’s 2.4-trillion-parameter MoE adds stronger agent coordination, multimodal handling, and cache rates as low as $0.17 per million tokens.
Anthropic’s own postmortems show how effort settings, context bugs, hidden prompts, and outages can weaken Claude without changing the underlying model.
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