Daily Brief
One brief every 12 hours: what happened and why it matters, one line each. Every item is checked against the original — titles link straight to the source.
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OpenAI CFO tells staff IPO will close by 2027 at the latest
Annualized revenue grew 35% this quarter, with enterprise up 50%, and a debut could come sooner.IT之家（RSS）
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OpenRouter announces merger with Stripe
It handles 10T+ tokens daily across 400+ models, and will keep its name and roadmap post-merger.OpenRouter：Announcements（RSS）
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LMSYS optimizes DeepSeek-V4-Pro on H20, closing in on B300
The 1.6T-param MoE hits 271 tokens/s on a single H20-141GB, just 1.42x behind B300.LMSYS：Blog（Chatbot Arena 团队）
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GLM-5.3 API launches: scores 60 on AA index, ties for first among open-source modelsRECAP
Lowest per-task cost among frontier flagships, pricing unchanged from 5.2, weights open-sourced next Friday.公众号：智谱（GLM）
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Claude designs protein binders: 26.7% hit rate, roughly double the industry normRECAP
Mythos Preview hit 26.7% across 15 targets, versus the typical 10–15% industry range.Anthropic：Research（发表成果 · 网页）
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Sentence Transformers v6.0 adds multi-vector retrieval supportRECAP
v6.0 introduces a new multi-vector model type that loads ColBERT and PyLate weights directly.Hugging Face：Blog（RSS）
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More agent memory isn't always better: 8-model benchmark shows dosage must match capabilityRECAP
Strong models gain most from full playbooks; weaker ones do better on a curated subset.Hugging Face：Blog（RSS）
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Claude can now send Gmail and manage Google Drive filesRECAP
Reply to threads and handle Drive files inside Claude, available on all paid plans.X：Claude (@claudeai)