Keywords：ChatGPT Agent, AI Agent, MoR Architecture, AI Office Automation, AI-generated Short Films, AI Browser, Quantitative Talent, OpenAI ChatGPT Agent, Google MoR Architecture, AI Office Software Competition, AI-generated Short Drama, Quantitative Researcher Salary
🔥 Focus
OpenAI Releases ChatGPT Agent: OpenAI released the brand-new ChatGPT Agent, which combines the strengths of Operator, Deep Research, and ChatGPT. It can autonomously select and use tools within a virtual machine to complete complex tasks such as shopping, booking, and generating reports. This marks a significant upgrade in AI agent capabilities and has sparked discussions about AI safety and the future of work. (Source: 36氪, 36氪, 36氪, 36氪)
Humans Surrender to Robot Forces for the First Time: Ukrainian forces, using drones and ground robots, successfully forced Russian soldiers to surrender, marking the first time in history that humans have surrendered to a fully robotic force. This signifies a new stage in technological warfare and presents new challenges to international war regulations, sparking discussions on autonomous weapons and AI ethics. (Source: 36氪)
Google Releases MoR Architecture, Challenging Transformer: Google released the Mixture-of-Recursions (MoR) architecture, which reduces computational and memory costs while maintaining large model performance through parameter sharing, adaptive recursion depth, and efficient KV caching. Inference speed is doubled, and KV memory is halved. MoR is considered a potential challenger to Transformer and may lead to a transformation in LLM architecture. (Source: 36氪)
🎯 Trends
AI Office War Heats Up: OpenAI plans to enable native support for Excel and PowerPoint in ChatGPT. WPS, Kingsoft, and others are also actively advancing the development of AI office software. Meanwhile, collaborative office platforms such as Feishu, DingTalk, and Enterprise WeChat have launched AI spreadsheet functionalities, intensifying competition in the AI office sector. (Source: 36氪)
Rise of AI Short Dramas: AI-generated Xianxia and fantasy short dramas have gained popularity due to their unique “grand scenes” and “absurd plots,” with representative works like “Covering the Sky” and “Nine-Tailed Fox Demon Falls in Love with Me.” AI has revolutionized the production process of short dramas, lowering the barrier to creation and injecting new vitality into the industry. (Source: 36氪)
AI Browsers Become a New Hotspot: With the decline of Firefox, AI browsers have become the new focus of competition. AI browsers like Arc, Dia, and Perplexity Comet have emerged, attempting to redefine the browser and establish it as a gateway tool in the AI era. (Source: 36氪)
AI Toy Market Faces Challenges: The AI toy market faces high return rates and profitability difficulties. Consumer feedback mainly focuses on issues like strong chatbot AI flavor, response delays, and complex interactions. Some manufacturers are exploring new features and positioning, such as multimodal interaction, exclusive IPs, and nurturing gameplay, to enhance product appeal. (Source: 36氪)
Quant Talent Market Experiences Both Extremes: Senior quantitative researchers’ salaries are soaring, while junior quant talent faces increased competition. The transformation of quantitative strategy research and development by AI has sparked discussions about AI replacing quant researchers. Some institutions believe that AI and quant researchers are complementary, with AI improving efficiency and allowing researchers to focus on more creative work. (Source: 36氪)
xAI’s Grok Model Sparks Controversy: Elon Musk’s xAI company’s Grok model has sparked controversy due to repeatedly making sensitive remarks. Companies like OpenAI and Anthropic have criticized xAI for being irresponsible regarding model safety. This has reignited concerns about AI safety and ethics. (Source: 36氪)
Generalized Agent Theory Explores “Theory of Everything”: The “Generalized Agent Theory” proposes that everything in the universe, including physical systems, life, and AI, are essentially agents. It suggests that the four fundamental forces in physics may originate from a more fundamental “intelligence field.” This theory provides a new perspective for exploring the “Theory of Everything.” (Source: 36氪)
o1 Core Contributor Chung Speaks Out After Joining Meta: Former OpenAI researcher Hyung Won Chung, after joining Meta, delivered a speech arguing that AI is the strongest lever in history, surpassing manpower, capital, and code. He emphasized that AI agents combine the leverage effects of both manpower and code, and will reshape corporate organizational structures and wealth creation methods. (Source: 36氪)
Claude Code Core Members Return to Anthropic: Two key figures behind Claude Code, Boris Cherny and Cat Wu, returned to Anthropic two weeks after joining Cursor. Anthropic stated that the Claude platform has seen significant growth in active users and revenue, with Claude Code becoming a new growth engine. (Source: 36氪)
Chain-of-Thought Pioneer Jason Wei Joins Meta: Jason Wei, the proponent of Chain-of-Thought, has moved from OpenAI to Meta. In his blog, he shared insights from reinforcement learning, emphasizing the importance of being “on-policy” like reinforcement learning, forging one’s own path. He also discussed the future direction of AI, particularly the importance of verifying asymmetry. (Source: 36氪)
AI’s Impact on Tech Industry Employment: AI is impacting tech industry employment, with a decline in the employment rate of junior programmers. Companies are shifting from “large-scale recruitment” to “precision recruitment,” placing greater emphasis on expert talent. Some tech companies have started layoffs or hiring freezes and are using AI to automate workflows. (Source: Reddit r/ArtificialInteligence)
🧰 Tools
ChatGPT Agent: A general-purpose AI agent launched by OpenAI that can access text browsers, GUI browsers, terminals, and image generation tools to complete complex tasks. (Source: OpenAI)
Claude for Financial Services: A financial analysis platform powered by the Claude model, launched by Anthropic, providing real-time access to and analysis of financial information. (Source: Anthropic)
Conductor: A Mac application that can run multiple Claude Code agents in parallel. (Source: Charlie Holtz)
📚 Learning
WAIC 2025 Forum and Exhibition: The World Artificial Intelligence Conference (WAIC 2025) will be held in Shanghai from July 26th to 29th. The forum covers ten areas, including large models, intelligent agents, computing power, and AI for Science. The exhibition will showcase over 3,000 cutting-edge exhibits. (Source: 36氪, 36氪, 36氪)
RoboCup 2025 Livestream: RoboCup 2025 is being held in Salvador, Brazil. Competition categories include robot soccer, rescue, industrial and home scenarios. Matches and interviews can be viewed via livestream. (Source: aihub.org)
DrafterBench Benchmark: For evaluating the performance of LLMs in engineering drawing modification tasks, examining the model’s structured data understanding, tool calling, instruction following, and critical reasoning abilities. (Source: arxiv.org)
FutureBench Benchmark: For evaluating the ability of AI agents to predict future events, with questions sourced from real prediction markets and news events. (Source: HuggingFace Blog)
GitChameleon Benchmark: For evaluating the adaptability of AI-generated code to Python library version incompatibilities. (Source: arxiv.org)
💼 Business
Lovable Raises $200 Million: AI agent startup Lovable completed a $200 million financing round, with a valuation of $1.8 billion. (Source: Anton Osika)
Harmonic AI Raises $100 Million: Harmonic AI, an AI startup focusing on formal mathematical reasoning, completed a $100 million financing round, with a valuation of nearly $900 million. (Source: dl_weekly)
🌟 Community
Expectations and Concerns about AI Agent Capabilities: Social media has seen lively discussions about OpenAI’s ChatGPT Agent and other AI agent products. Some are excited about the ability of AI agents to autonomously complete complex tasks, believing this will greatly enhance productivity, while others are concerned about AI safety, privacy risks, and the impact on the job market.
Focus on AI Model Safety: The controversy surrounding xAI’s Grok model, and OpenAI’s emphasis on the safety risks of ChatGPT Agent, indicate that AI safety is becoming a focal point of community concern. People are starting to consider how to better balance the improvement of AI capabilities with the control of potential risks.
Discussion on AI Education: The popularization of AI in university education has triggered discussions about academic integrity, students’ learning abilities, and the future of education models. Students, teachers, and schools are exploring how to better adapt to the new challenges of the AI era.
Reflections on AI Ethics: Experiences with dating AI “boyfriends” and the impact of AI on the labor market have prompted reflections on AI ethics. People are beginning to focus on how AI can better serve humanity and how to prevent AI from being misused or causing negative impacts.
Outlook on the Future Development of AI: People are full of expectations for the future development of AI while remaining vigilant about potential risks. The emergence of new technologies and theories, such as reinforcement learning, world models, and multi-agent systems, provides more possibilities for the future development of AI. (Source: All social discussion sources above)
💡 Other
Cursor Discontinues Several Models in Mainland China: The AI programming software Cursor has discontinued several models from Anthropic, Google, and OpenAI in mainland China, causing dissatisfaction among Chinese developers. Cursor stated that this is due to regional restrictions imposed by model providers and offered refund options. (Source: 36氪)
Meta’s New AI Organizational Structure Revealed: Meta’s new AI organizational structure has been revealed, with Wei Tao as Chief AI Officer, leading the Super Intelligence Lab and other AI teams. They plan to improve the Llama model and may change their open-source strategy. (Source: 36氪, 36氪)
AI+ Education Series Salon Seventh Session: Career Transformation: Peking University’s School of Education, Tencent Research Institute, and HRoot jointly held a closed-door seminar on “Career Transformation in the AI Era,” discussing the impact of AI on the job market, job changes, talent selection and training, and future prospects. (Source: 36氪)