Beam's Open Weights Put Deployment Control Within Reach, at a Cost

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Beam's Open Weights Put Deployment Control Within Reach, at a Cost

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Reflection releases Beam's open weights and Mirror coding agent, giving developers more deployment choice alongside substantial hardware requirements. Also: China's technology-export consultation and registration rules; the PwnEscape virtual-machine flaw; Anthropic's agent-scale source control and embedded METR evaluation arrangement; ASML's equipment supply outlook; and a reproducible finding about five NIST curve seeds. What Changes for You covers Mirror's operating limits and Google's US Universal Cart rollout. Full transcript: https://www.owenonthenet.com/podcast/2026-10-18/ Sources: https://reflection.ai/blog/beam-is-available https://huggingface.co/reflection/Beam-1.0-501B-A23B https://huggingface.co/blog/reflection-beam https://developers.reflection.ai/mirror-overview https://www.mofcom.gov.cn/zcfb/dwmygl/art/2026/art_61446ab4beee4f63973d4d0ab3097648.html https://www.mofcom.gov.cn/zwgk/zcjd/art/2026/art_b11d5c1e9374421e93e85dc87eba6e38.html https://www.pwn.ai/blog/pwnescape https://aws.amazon.com/security/security-bulletins/2026-137-aws https://www.anthropic.com/engineering/redesigning-source-control https://www.anthropic.com/news/an-update-on-independent-evaluators https://investor.asml.com/news-releases/news-release-details/asml-reports-eu11.7-billion-total-net-sales-and-eu5.0-billion-net-income-q3-2026 https://www.anthropic.com/research/ecdsa-curve-origins https://blog.google/products-and-platforms/products/shopping/universal-cart-launch

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