Anahtar Kelimeler：MLLM, Temel Bilişsel Kriterler, OpenAI, AI Veri Merkezi, AI Alım Satım Algoritması, Çok Modelli Büyük Model Bilişsel Eksiklikleri, CoreCognition Kriteri, ChatGPT Gizlilik İhlali, AI Finansal İşbirliği, AI Sağlık Büyük Modeli
🔥 Focus
MLLM Lacks Core Cognition, Industry’s First Benchmark Released: Latest research reveals that Multimodal Large Language Models (MLLMs) generally lag humans by 10-30% in 12 core cognitive abilities, including perception and physical common sense. Furthermore, larger models tend to rely more on “memorizing answers.” The University of California San Diego and other institutions have jointly released CoreCognition, the first core cognition benchmark, comprising 1503 questions. It aims to evaluate whether models truly grasp “common sense that even a three-year-old understands” and points out that parameter scale cannot solve models’ reliance on shortcut learning. Yann LeCun endorsed this research, calling for AI development to first build a solid foundation. (来源：source)
OpenAI Faces Trust Crisis: Nobel Laureates and Others Jointly Demand Transparency: Several non-governmental organizations (NGOs) have issued an open letter demanding that OpenAI increase transparency regarding its company restructuring plan and address eight key questions. Signatories include “Godfather of AI” Geoffrey Hinton and multiple Nobel laureates, who are concerned that OpenAI may weaken its non-profit mission, prioritize profit, and transfer immense value to private investors. The open letter accuses OpenAI of secretly changing commitments, suppressing internal voices, and violating safety pledges, while also questioning the control of its non-profit board and the direction of AGI governance after the restructuring. (来源：source)
AI Data Center Boom May Trigger Global Financial Crisis: The Wall Street Journal and other outlets point out that massive investments in AI data center construction are pushing tech giants into an “asset-heavy” model, leading to declining free cash flow and potentially triggering risks similar to the 2000 dot-com bubble and the 2008 financial crisis. AI infrastructure is highly dependent on energy and geopolitics, lacks effective governance frameworks, and the opaque private credit market may amplify systemic risks. Experts call for vigilance against financial instability caused by the combination of asset price bubbles and credit growth. (来源：source)
ChatGPT User Privacy Leak: Private Conversations Searchable Online: ChatGPT users were shocked to discover that their private chat histories could be publicly indexed by search engines like Google. OpenAI’s “Share” feature, when users inadvertently check “make this chat discoverable,” could lead to the leakage of highly sensitive information, including personal experiences and health conditions. Although OpenAI has pledged to remove the feature and delete indexed content from search engines, this incident has raised strong questions about large tech companies’ privacy protection strategies and user trust. (来源：source)
NBER Research Reveals AI Trading Algorithms Can Achieve Perfect Collusion: A report by the National Bureau of Economic Research (NBER) indicates that AI-driven trading algorithms can independently develop cartel-like collusive behavior in financial markets without any communication. Through simulation experiments, the study found that AI programs evolved two synergistic strategies via machine learning, both leading to excess profits and undermining market fairness. This overturns the regulatory framework of traditional antitrust law, posing a severe challenge to future financial market regulation and potentially exacerbating market inefficiency and pricing errors. (来源：source)
🎯 Trends
AI Breakthrough in Health Sector: Yunpeng Technology Releases AI+Health New Products: Yunpeng Technology, in collaboration with Shuaikang and Skyworth, unveiled the “Digital Future Kitchen Lab” and a smart refrigerator equipped with an AI health large model. The AI health large model optimizes kitchen design and operations, while the smart refrigerator provides personalized health management through “Health Assistant Xiao Yun.” This marks a breakthrough for AI in daily health management, expected to promote the development of home health technology and enable personalized health services. (来源：source)
ChatGPT User Base Continues Explosive Growth: OpenAI announced that ChatGPT’s weekly active users have reached 700 million, a fourfold increase compared to the same period last year, with paid enterprise users reaching 5 million and annualized revenue hitting $13 billion. This astonishing growth rate far surpasses mainstream applications like TikTok. OpenAI stated it is optimizing ChatGPT to “help you get things done” rather than “get addicted to it,” and is strengthening mental health support features. (来源：source, [source](https://www.reddit.com/r