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● BREAKING  Microsoft introduces a multi-model Copilot harness

Saturday, October 31, 2026

Microsoft introduces a multi-model Copilot harness [Xtra!]Agent orchestration becomes an architectural choice alongside model selection.
Slackbot expands proactive assistance [Xtra!]Proactive assistants make interruption quality part of product quality.
ChatGPT Dot adds text-based task delegation [Xtra!]Messaging gives users another entry point for delegating work to agents.
Reports describe compromised Claude developer tooling [Xtra!]Developer-facing AI extensions can become a route into engineering machines.
Model weights can change after integrity checks pass [Xtra!]A successful integrity check does not establish continued runtime integrity.
Nvidia-Hugging Face deal reportedly draws DOJ questions [Xtra!]Ownership of open-model distribution is becoming a competition concern.
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