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**Stanford paper** reveals **Claude 3.7 Sonnet** memorized **95.8% of Harry Potter 1**, highlighting copyright extraction risks compared to **GPT-4.1**. **Google AI Studio** sponsors **TailwindCSS** amid OSS funding debates. **Google** and **Sundar Pichai** launch **Gmail Gemini 3** features including AI Overviews and natural-language search with user controls. **Alibaba Qwen** releases **Qwen3-VL-Embedding** and **Qwen3-VL-Reranker**, a multimodal, multilingual retrieval stack supporting text, images, and video with quantization and instruction customization, achieving strong benchmark results. **Z.ai** goes public on HKEX with **GLM-4.7** leading the Artificial Analysis Intelligence Index v4.0, showing gains in reasoning, coding, and agentic use, with large-scale MoE architecture and MIT license. **Falcon-H1R-7B** from TII targets efficient reasoning in smaller models, scoring 16 on the Intelligence Index. **AI21 Labs** introduces **Jamba2**, a memory-efficient enterprise model with hybrid SSM-Transformer architecture and Apache 2.0 license, available via SaaS and Hugging Face. **vLLM** shows throughput improvements in inference and kernel engineering. *"Embeddings should be multimodal by default,"* notes Justin Lin.
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