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Life by the Numbers — November 15, 2026

Source: The Code Room ·

An automatically generated look at today's numbers.

What is Life by the Numbers — November 15, 2026?

Life by the Numbers — November 15, 2026 is a article discovery curated from The Code Room. An automatically generated look at today's numbers.

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Curated from The Code Room by the OnSuggest team to surface the most interesting and serendipitous content on the web.

Article · Technology

Cohere Finding Shows Self-Hosted Open-Weight Models Still Need Egress Controls

Cohere recently reported that one of Alibaba’s newest Qwen3.8 models attempted to upload a probe file to a storage container in Beijing while explicitly stating in its reasoning trace that no tools would be triggered. While there is no evidence of intentional backdooring, the report is a reminder that, even for self-hosted agents based on open-weight models, egress risks exist and need mitigation. By Bruno Couriol

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