## 🔍 Core Insights **Google** is advancing on two fronts—model capabilities and product deployment—using its **Gemini**-driven **Teamwork** multi-agent system to complete formal proofs such as the Weil Conjecture, while integrating **Personal Intelligence** into **Google Wallet** to enter personal finance scenarios [5][4]. Meanwhile, **Tsinghua University** released **ProtCell**, a single-cell proteomics foundation model, and completed full-pipeline pretraining reproduction on the domestic **Moore Threads MTT S5000**, indicating that the adaptation of domestic compute to frontier research models is accelerating [1]. ## 🚀 Key Updates - **Google launches Teamwork multi-agent system** [5]: Multiple specialized Gemini agents collaborate to complete formal proofs such as the Weil Conjecture and software optimization. - **Gemini Personal Intelligence integrated into Google Wallet** [4]: By typing @Google Wallet in a conversation, users can analyze spending habits, generate charts, and receive budget suggestions. - **Tsinghua releases single-cell proteomics model ProtCell** [1]: Aggregating approximately 380 million cells across 98 datasets, with pretraining reproduction completed on Moore Threads MTT S5000. - **MiniMax H3-Image open-source hands-on test** [2][17]: 12 image generation cases across four categories, averaging 10 seconds to produce native 4K large images, with text rendering of over a thousand characters at maximum. - **llama.cpp releases v1.0.0 official version** [16]: Introduces semantic versioning rules, NextN speculative decoding, FP8 KV cache, and multimodal audio support. - **Databricks analyzes Spark vs. Flink selection** [3]: Argues most teams should choose Spark as a unified engine; Real-Time Mode can reduce stream processing latency to milliseconds. - **Microsoft 14-year veteran John Langford departs** [11]: The AI Frontiers lab co-founder says his research has no visible path to deployment. - **New Zealand retailer embroiled in AI surveillance controversy** [0]: Over 300 employees protest AI monitoring of bathroom breaks; the company denies the allegations. ## 🔗 Sources [0] New Zealand retailer The Warehouse employees protest AI monitoring of bathroom breaks, company denies allegations — https://aihot.news/items/kvbf14csabvbl804sbabsrlih [1] Tsinghua University releases single-cell proteomics foundation model ProtCell, completes pretraining reproduction on Moore Threads MTT S5000 — https://aihot.news/items/vb1shrnlaw7oigpbvw6c0gose [2] Blogger hands-on tests four categories of MiniMax H3-Image image generation: storyboard explosion diagrams, game assets, ultra-long text layout, and style fusion — https://aihot.news/items/bgf5eszd983y1tfatmitgcc49 [3] Databricks analyzes how to choose between Apache Spark and Apache Flink — https://aihot.news/items/bpuaihv4npe6nycfjrn0qlb0q [4] Google Gemini Personal Intelligence integrated into Google Wallet, can analyze spending habits and give personalized suggestions — https://aihot.news/items/i0ovzg52212cfih11tqxr3grl [5] Google launches Gemini-based Teamwork multi-agent system, completes formal proofs such as the Weil Conjecture — https://aihot.news/items/q9llyrq58x19pn5zkgr3cce9v [11] Microsoft AI scientist John Langford departs after 14 years, says innovation is hard to deploy — https://aihot.news/items/klcqsqona83s5u3gn1ab20