Finally! You can reliably test AI Agents without humans:- One Agent asks questions.- The Agent being tested responds.- Another Agent Judges.Here’s a complete breakdown (with code): https://t.co/wDm2a4zN0bAvi Chawla (@_avichawla):How Agents test Agents, clearly explained (with code): ...

Data cybersecurity company Rubrik announced Wednesday its intent to acquire Predibase. Predibase is a venture-backed startup that helps companies train and fine-tune open source AI models to customize them to their needs. Rubrik is the latest company to make an acquisition with the goal of boosting enterprise AI agent adoption. Terms of the deal were not disclosed, though CNBC reported that the deal was between $100 million and $500 million, a sizable range. Rubrik declined to comment on the deal size. Pr ...

Group 1 - The Hong Kong stock market opened higher, with the Hang Seng Tech 30 ETF rising by 0.9%, continuing the upward trend from the previous day [1] - The company Mifus (02556) led the sector with a 6.25% increase, having accumulated over 15% growth in the last two trading days, currently trading at 47.9 HKD with a transaction volume of 118 million HKD [1] - Mifus has been ranked first in the "Top 50 AI SaaS Influential Enterprises" list for seven consecutive years, showcasing its market leadership [1] Group 2 - The company has achieved high revenue growth and significantly improved cash flow, driven by its AI + SaaS ecosystem, which has enabled breakthroughs in both small and key account markets [2] - Customer stickiness continues to improve, with the commercialization of AI Agent accelerating, contributing to sustained performance growth [2] - The company's T-cloud product is deepening its presence in the small and medium-sized business (SMB) market, while the Zhenke product is expanding into large enterprise clients, covering five major industries [2]

截至2025年6月25日 10:14，中证人工智能主题指数(930713)上涨0.76%，成分股润泽科技(300442)上涨5.15%，石头科技(688169)上涨4.84%，深桑达 A(000032)上涨3.17%，光环新网(300383)上涨3.09%，科沃斯(603486)上涨2.46%。AI人工智能ETF(512930)上涨0.68%，最新价报1.33元。 规模方面，AI人工智能ETF最新规模达20.34亿元。 消息面上，谷歌DeepMind团队发布首个可以完全在机器人本地运行的视觉-语言-动作（VLA）模型Gemini Robotics On-Device。这个模型不仅能离线运行， 还保持了相当强悍的操作能力，能遵循指令完成各种需要精细操作的任务。支持从人形机器人到工业双臂机器人的多种机器人本体上部署，响应延迟低。此 前3月份发布的Gemini Robotics虽然性能强大，但需要依赖云端计算。而这次的On-Device版本，直接把AI塞进了机器人的"大脑"里，彻底解决了网络延迟和 连接不稳定的问题。 民生证券指出，AI Agent解决了生成式AI模型的应用局限，推动AI技术向实用、智能方向发展：海 ...

重要的消息有哪些 1.近日中国人民银行、国家发展改革委、财政部、商务部、金融监管总局、中国证监会等六部门联合印发《关于金融支持提振和扩大消费的指导意见》（以下简称 《意见》）。《意见》指出，要夯实宏观经济金融基础，支持居民就业增收，优化保险保障，积极培育消费需求。强化结构性货币政策工具激励，加大对服务消费 重点领域信贷支持，发展债券、股权等多元化融资渠道。《意见》强调，要聚焦消费重点领域加大金融支持，结合消费场景和特点创新金融产品，持续推动消费领 域金融服务提质增效。优化消费支付服务，健全消费领域信用体系建设，加强金融消费权益保护。 2.为保持银行体系流动性充裕，2025年6月25日（周三），中国人民银行将以固定数量、利率招标、多重价位中标方式开展3000亿元MLF操作，期限为1年期。 3.就美国总统特朗普宣布以色列和伊朗达成停火协议，外交部发言人郭嘉昆6月24日在例行记者会上答问时表示，中方高度关注中东局势发展，不希望紧张局势轮番 升级，希望停火能够尽早实现。"事实证明，军事手段带不来和平，对话谈判才是解决问题的正道。"郭嘉昆说，中方呼吁有关当事方早日重返政治解决的正确轨 道。中方愿同国际社会一道，为维护中 ...

I think guies are very useful for auditing systems and visual representations in general. And I think guies for example are extremely important to this because a guey utilizes your computer vision GPU in all of our head. Reading text is effortful and it's not fun.But looking at stuff is fun and it's it's just a kind of like a highway to your brain. We have to keep the AI on the leash. I think a lot of people are getting way over excited with AI agents and uh it's not useful to me to get a diff of 1,000 line ...

最近美股市场的焦点，不是AI公司，是稳定币公司Circle。6月5日，Circle以31美元的发行价登陆纽交所，上市首日涨到两次熔断。截止到美国东部时间6 月23日盘中，Circle股价已经超过275美元，不到3周的时间，涨幅接近8倍，成为美股市场讨论热度最高的公司。此轮热潮，正是稳定币竞争进入白热化的 缩影。 当下，随着美国《天才法案》（《GENIUS Act》，GENIUS即为Guiding and Establishing National Innovation for U.S.Stablecoins的缩写，译为"引导与建立美 元稳定币国家创新法案"）持续推进，一方面，Circle发行的合规稳定币USDC与泰达的不合规稳定币USDT在加密市场激烈竞争；另一方面，摩根大通、 美国银行、富国银行、花旗银行等全球大财团开始结盟讨论银行稳定币发行；同时，硅谷金融科技巨头Stripe与Paypal已经大力押注稳定币；在政界，特 朗普家族、美国商务部长Howard Lutnick与阿布扎比王室等政治资本也纷纷入局也成为这场稳定币战争中的关键变量。 往期节目中，我们探讨过不合规的离岸稳定币USDT；而本期节目中，硅谷 ...

Agents are all the rage in 2025, and every single b2b SaaS startup/incumbent promises AI agents that can "automate work" in some way. But how do you actually build this? The answer is two fold: 1. really really good tools 2. carefully tailored agent reasoning over these tools that range from assistant-to-automation based UXs. The main goal of this talk is to a practical overview of agent architectures that can automate real-world work, with a focus on document-centric tasks. Learn the core building blocks o ...

Investment Rating - The report maintains a "Positive" investment rating for the industry [8]. Core Insights - The computer sector experienced a decline of 2.11% last week, ranking 19th among primary industries in the Yangtze River region, with a trading volume share of 10.53% [2][5]. - The successful clinical trial of China's first invasive brain-computer interface marks a significant advancement in the technology, positioning China as the second country globally to enter this phase [18][22]. - The Huawei Developer Conference (HDC 2025) showcased the release of HarmonyOS 6, indicating ongoing evolution in the ecosystem [25][29]. Summary by Sections Market Performance - The computer sector faced a downturn, with the Shanghai Composite Index closing at 3359.90 points, down 0.51% [5][13]. - The sector's trading volume share was noted at 10.53%, with stablecoin concepts gaining traction [2][5]. Key Developments - The launch of MiniMax Agent and related AI products is expected to accelerate the commercialization of AI agents in various sectors such as education, healthcare, and enterprise services [7][44]. - The report emphasizes the importance of AI agent-related companies and the domestic AI chip leader, Cambricon, within the inference computing industry chain [7][44]. Notable Events - The successful clinical trial of an invasive brain-computer interface in China is a landmark achievement, with the market for such technology projected to grow significantly, reaching over 5.5 billion yuan by 2027 [22][24]. - The Huawei Developer Conference highlighted advancements in the HarmonyOS ecosystem, with over 30,000 applications in development, indicating a robust growth trajectory [29][30]. Recommendations - The report suggests focusing on AI agent-related manufacturers, the inference computing industry chain, cloud service providers, and IDC collaborations with major companies like Tencent, Alibaba, and ByteDance [7][44].

Core Insights - Salesforce has launched significant enhancements to its AI agent platform, Agentforce 3, aimed at addressing enterprise challenges in deploying digital workers at scale, particularly in monitoring performance and ensuring security across corporate systems [1][2][9] Group 1: AI Agent Performance and Demand - The introduction of a "Command Center" in Agentforce 3 provides executives with real-time visibility into AI agent performance and supports interoperability with numerous external business tools [2][9] - There has been a 233% increase in AI agent usage within six months, with over 8,000 customers adopting the technology, leading to measurable returns such as a 15% reduction in customer case handling time for Engine and a 70% autonomous resolution rate for 1-800Accountant during peak tax season [3][22] Group 2: Enterprise Integration and Transformation - PepsiCo is leveraging Agentforce as part of its AI-driven transformation strategy, recognizing the need for better integration of data and systems to meet evolving customer demands [5][6][8] - The deployment of AI agents is seen as essential for enhancing customer engagement and driving backend efficiency, with PepsiCo's long-standing partnership with Salesforce facilitating a swift transition to AI technologies [7][8] Group 3: Operational Challenges and Solutions - The new observability platform in Agentforce 3 addresses the operational challenges that arise post-deployment, providing analytics on agent interactions and health monitoring with real-time alerts [11][12] - The system captures all agent activity using the OpenTelemetry standard, allowing integration with existing monitoring tools and ensuring oversight of AI agents within operational workflows [13] Group 4: Interoperability and Security - Salesforce's adoption of the Model Context Protocol (MCP) enhances AI agent interoperability, enabling connections with MCP-compliant servers without custom development [14][16] - The platform's enhanced architecture offers 50% lower latency and improved security for regulated industries by hosting AI models within Salesforce's infrastructure, ensuring sensitive data remains secure [18][19] Group 5: Industry-Specific Deployments and Pricing - Salesforce has developed over 200 pre-configured industry actions to expedite AI agent deployment, with significant results reported by clients such as OpenTable and Grupo Falabella [21][22] - The company has introduced flexible pricing models, including unlimited usage licenses for employee-facing agents and per-action pricing that scales with actual AI work performed [22] Group 6: Future of Work and Competitive Landscape - The rise of AI agents is transforming enterprise operations, with new roles emerging for managing these digital employees, indicating a shift in how work is organized [23][24] - As competition intensifies among major technology firms, Salesforce emphasizes its integration advantages, allowing for comprehensive tracking of work cycles within the enterprise ecosystem [24]