Creativity and Design - AI 工具可以用于室内设计，通过颜色标注编辑房间照片，以展示不同家具和风格的效果 [1][2] - AI 可以重建历史场景，例如 Jupiter Temple 和 Petra Treasury，通过图像生成逼真的 4K 重建图 [3] - AI 可以辅助产品设计，用户只需提供简单的手绘图，即可生成 3D 产品设计图，并展示产品的使用效果 [3][4] - AI 可以轻松创建视觉效果惊艳的 3D 动画，适用于 DJ 表演和音乐会背景 [5] - AI 可以将图片转换为不同的格式，例如将 JPEG 格式的图片转换为 SVG 格式 [6] Business Applications - AI 可以用于检测钓鱼邮件和诈骗信息，通过分析邮件内容、语音邮件截图或短信内容，判断其是否为诈骗 [6] - AI 可以评估太阳能安装的可行性，通过分析房屋的 Google Maps 图像，估算安装成本和节能效果，并提供财务分析 [6][7] - AI 可以作为个人助理，通过设定计划任务，定期获取新闻摘要，并发送到指定邮箱 [7] - AI 可以协助安排会议，通过分析团队成员的日程安排，找出合适的会议时间，并起草会议邀请 [7] - AI 可以将手写笔记自动数字化，并进行扩展和深度分析，例如将化学结构图转换为包含化学结构链接的参考表 [8] - AI 可以快速编写 SQL 查询语句，用户只需上传数据集并描述过滤条件，即可生成相应的 SQL 查询 [8] - AI 可以对客户通话进行深度情感分析，生成图表和自然语言解释，帮助企业了解客户情绪和改进服务 [8][9] Professional and Financial Use Cases - AI 可以帮助理解研究论文，通过总结论文内容、解释研究方法和发现，并高亮显示 PDF 中的关键信息 [10][11][12] - AI 可以对房地产市场进行深度分析，提供房价、市场竞争情况、持有成本等信息，辅助购房决策 [13][14] - AI 可以作为薪资谈判助手，通过研究同类职位的薪资水平，提供谈判策略，并撰写谈判邮件 [15][16][17][18] - AI 可以优化邮件措辞，将邮件内容修改得更专业、更友好，避免冒犯他人 [19][20][21] - AI 可以简化保险信息审查，总结保险条款、解释福利选项，并根据个人情况推荐合适的保险计划 [22][23][24] - AI 可以对公司进行详细的财务分析，为投资决策提供参考 [25][26] - AI 可以利用 LM Studio 从任何文档创建学习指南，包括抽认卡、视频概述和测验 [26][27][28] - AI 可以通过分析街景图像，辅助 Geogesser 游戏，帮助玩家快速定位 [29][30][31]

Strategic Partnership - Microsoft signed a 5-year deal with Nebius worth $174 billion [1] - The deal focuses on powering Microsoft's AI projects with GPUs [1] - Nebius provides AI infrastructure, including pre-training, inference, and post-training capabilities [1][2] Nebius AI Studio - Nebius AI Studio supports open-source models for inference [2] - Nebius offers services like inference, Laura, and fine-tuning [2] - A promotional code "AI Studio 20" provides $20 in credits [2]

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AI Product Launches & Updates - OpenAI launched Chat GPT Pulse, a proactive AI feature that delivers personalized updates based on user chats and connected apps, initially available on mobile for pro users [1][2][3][5][7] - Alibaba released new versions of Quen, including Quen imageEdit 25509 for multi-image editing and Quen 3 Max for coding and agentic skills, rivaling top models on key benchmarks [16][20][21] - Kimmy Moonshot introduced "Okay Computer," an AI product and engineering team all-in-one, featuring multi-page websites, mobile-first designs, and interactive dashboards [22][23] - Google unveiled Gemini Robotics ER1.5%, a robotics model for embodied reasoning tasks, accessible through the Gemini API or Google AI Studio [24][25] - Meta's FAIR team introduced a 32 billion parameter Code World Model for code generation and reasoning, learning from code execution rather than existing code [32][33] AI Model Capabilities & Performance - W 2.2% Animate, an open-source model, enables the creation and animation of characters from text-to-image generations [9] - Cling AI released a 2.5% Turbo Video Model, offering fast and high-quality text-to-video generation with excellent clarity and character consistency [11][12] - Quen 3 Max Instruct demonstrated near-perfect performance on key benchmarks, rivaling top models in coding and agentic skills [21] - Gemini Robotics ER1.5% achieved state-of-the-art performance on embodied reasoning tasks, including a pointing benchmark where it scored above 50% [24][25] AI Infrastructure & Investment - OpenAI, Oracle, and SoftBank are expanding the Stargate project with five new AI data center sites, aiming to secure a 500 billion 10 gigawatt commitment by the end of 2025 [35] - Nvidia is investing 100 billion into OpenAI, forming a strategic partnership to deploy at least 10 gigawatts of Nvidia systems [37] AI Industry Trends & Concerns - Northeastern University researchers have developed a method to detect "AI slop" in text, aiming to improve the quality of AI-generated writing [29][30][31] - Facebook Dating is introducing AI-powered features like a dating assistant and meet cute to address swipe fatigue and provide personalized match recommendations [39]

Today we're going to be building a multi- aent research team that goes out, gets real-time information from news websites and puts together a business report for us. And we're going to be using Strand agents from Amazon Web Services, which is a completely open source and free agentic framework that is model agnostic. So bring any model you want and it also plays well with other agent frameworks like Crew AI and Langraph.Plus, it has MCP and memory built into it. Super easy to use. So I'm going to show you h ...

AI发展与就业市场 - AGI（通用人工智能）可能导致知识工作仅受计算能力限制，资本所有者将能无限复制人才[2][4] - 斯坦福研究显示，在AI暴露度最高的职业中，22-25岁年轻人的就业率下降约13%[9] - Handshake数据显示，入门级职位需求下降15%，每个职位的申请人数同比增长30%[11] 永久下层阶级风险与对策 - AGI可能导致社会阶层固化，缺乏流动性，形成永久下层阶级[3][6] - 一些人认为UBI（全民基本收入）或UHI（全民高收入）是解决方案，但存在社会主义和通货膨胀的争议[14][15][16] AI应用与工作模式转变 - AI可能只能完成任务的中间环节，人类仍需参与提示、协调和验证，工作模式将转变为人机协作[18][19] - 企业应优先投资于使用AI的部门，提高效率，从而可能促进公司更快增长和创造新的工作岗位[24][26] - AI将创造目前无法想象的新工作岗位，并为新创始人提供与大型公司竞争的机会[27][28][29] 行业观点与未来展望 - Box CEO认为，企业应优先投资于使用AI的部门，提高效率[23][24] - OpenAI CTO认为，AI并非完美，存在错误，但AI将创造大量我们今天无法想象的工作[27] - 行业普遍认为，需要积极教授人们如何使用AI工具，以提高生产力和价值[32]

Get Started with Lindy For Free: https://go.lindy.ai/berman-ai Download Humanities Last Prompt Engineering Guide (free) 👇🏼 https://bit.ly/4kFhajz Download The Matthew Berman Vibe Coding Playbook (free) 👇🏼 https://bit.ly/3I2J0YQ Join My Newsletter for Regular AI Updates 👇🏼 https://forwardfuture.ai Discover The Best AI Tools👇🏼 https://tools.forwardfuture.ai My Links 🔗 👉🏻 X: https://x.com/matthewberman 👉🏻 Forward Future X: https://x.com/forward_future_ 👉🏻 Instagram: https://www.instagram.com/matthewberman_ai 👉 ...

Download Humanities Last Prompt Engineering Guide (free) 👇🏼 https://bit.ly/4kFhajz Download The Matthew Berman Vibe Coding Playbook (free) 👇🏼 https://bit.ly/3I2J0YQ Join My Newsletter for Regular AI Updates 👇🏼 https://forwardfuture.ai Discover The Best AI Tools👇🏼 https://tools.forwardfuture.ai My Links 🔗 👉🏻 X: https://x.com/matthewberman 👉🏻 Forward Future X: https://x.com/forward_future_ 👉🏻 Instagram: https://www.instagram.com/matthewberman_ai 👉🏻 Discord: https://discord.gg/xxysSXBxFW 👉🏻 TikTok: https://www ...

Product Overview - OpenAI releases GPT5 Codeex, optimized for agentic coding, available in various environments like terminal, IDE, GitHub, and ChatGPT iOS app [1][2] - GPT5 Codeex is included with ChatGpt Plus Pro business edu and enterprise plans [3] Performance Benchmarks - GPT5 Codeex achieves 74.5% on SWEBench verified, a slight improvement over GPT5's 72.8% [3] - Code refactoring sees a significant improvement with GPT5 Codeex at 51.3% compared to GPT5's 33.9% [3] - GPT5 Codeex can work independently for over 7 hours on complex tasks [4] - GPT5 Codeex uses 93.7% fewer tokens than GPT5 for simpler tasks but spends twice as long on complex use cases [6] - GPT5 Codeex reduces incorrect comments to 4.4% compared to GPT5's 13.7% and increases high impact comments to 52.4% from 39.4% [7] Features and Capabilities - Codeex is trained for code reviews, identifying critical flaws by navigating codebase, reasoning through dependencies, and running code and tests [6] - Codeex CLI updates include better formatted tool calls and diffs, simplified approval modes, and conversation state compaction [12][13] - Codeex automates environment setup by scanning for setup scripts and fetching dependencies at runtime [15] - Codeex can spin up its own browser, iterate on its builds, and attach screenshots to tasks and GitHub PRs [15] - Codeex reviews PRs by matching stated intent to the actual diff, reasoning over the codebase, and executing code and tests [16] Windsurf Integration - Windsurf is highlighted as a powerful agentic IDE, especially after being acquired by Cognition [9] - Windsurf offers features like deep wiki, vibe, replace, one-click MCP store, sophisticated memory, and deep integration with Devon [10][11] Pricing and Availability - Pro plan at $200 per month can support a full work week across multiple projects, positioning it as an additional developer [19] - Business plans offer credit purchases for exceeding included limits, while enterprise plans provide a shared credit pool [20] Infrastructure Improvements - Cloud infrastructure performance is improved by caching containers, reducing medium completion time for new tasks and follow-ups by 90% [14]

Download Humanities Last Prompt Engineering Guide (free) 👇🏼 https://bit.ly/4kFhajz Download The Matthew Berman Vibe Coding Playbook (free) 👇🏼 https://bit.ly/3I2J0YQ Join My Newsletter for Regular AI Updates 👇🏼 https://forwardfuture.ai Discover The Best AI Tools👇🏼 https://tools.forwardfuture.ai My Links 🔗 👉🏻 X: https://x.com/matthewberman 👉🏻 Forward Future X: https://x.com/forward_future_ 👉🏻 Instagram: https://www.instagram.com/matthewberman_ai 👉🏻 Discord: https://discord.gg/xxysSXBxFW 👉🏻 TikTok: https://www ...