BOND May 2025 Trends – Artificial IntelligenceTrends – Artificial Intelligence (AI) May 30, 2025 Mary Meeker / Jay Simons / Daegwon Chae / Alexander Krey2 Context We set out to compile foundational foundational trends related to AI. A starting collection of several disparate datapoints turned into this beast. As soon as we updated one chart, we often had to update another – a data game of whack-a-mole… Consider now that AI user and usage trending is ramping materially faster…and the machines can outpace us. The pace and scope of change related to the artificial intelligence technology evolution

AI in the Enterprise Lessons from seven frontier companiesContents A new way to work 3 Executive summary 5 Seven lessons for enterprise AI adoption Start with evals 6 Embed AI into your products models 13 Get AI in the hands of experts 16 Unblock your developers 18 Set bold automation goals 21 Conclusion 22 More resources 24 2 AI in the EnterpriseA new way 
 to work As an AI research and do their best work with sophisticated, complex, interconnected workflows and systems. We’re seeing AI deliver significant, measurable improvements on three fronts: 01 Workforce performance Helping people

cooperatively fetch dependent data out_channel WwWly, pm Bly zx) https://docstvm ai/ PVR TOPI Alibaba ALLabs 阿里巴巴人工智能实验室 Blocking Splits the workload into thread blocks (work

2025!3" Manus AI!Agent"#$ChatGPT%& #$% SAC NO. S0570519080006 | SFC NO. BQZ938 &'( SAC NO. S05701220801381 !"#$%&'() !"#$ • !"#$%&'()*AI+!"#$,-./012334%&'(56789:;<=>?@A BC%&'() • DEFGHI)*DEFGJKH ‚ƒc„…†Agent…‡ˆAGIO‰Š‹Œ•1 Manus AI!"#$%&'Agent3 Manus AI%&'() • Manus !"#$%&'()*+,-./012345-6708,9):;<=>Manus ?@A+'BCDEFGHIJK,LMN OPQMR<"S>TUVWXY3 less structure more intelligence GZ[5\]^_`abcde_`fgchi_`jEc'k_` "#$%Bloomberg*&'()4 Manus AI%*+,- !"#$%Bloomberg*&'()5 Manus AI%./01 • GAIA !"#%‡•ž$% AI Ÿ G¡¢ž£,¤¥-UL6¦§¨©ª«Level 1cLevel 2cLevel 3¬G-•>Manus AI L®‰¯# §¨©ª°±²³{´µG SOTA œ=> • Manus AI ¶·fgG$%JKA+)€,¸¹!Lº»JK«Level

普通人学 AI 指南 作者：郭震 日期：2024 年 6 月 8 日 Contents 1 AI 大模型基础 4 1.1 AIGC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.2 AGI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 1.4.2 单位 B 和 T . . . . . . . . . . . . . . . . . . . . . . . . . . 6 2 AI 工具梳理 6 2.1 问答 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 2.1.1 ChatGPT . . . . . . . . . . 8 2.2.6 Midjourney . . . . . . . . . . . . . . . . . . . . . . . . . . 8 2.3 AI 视频工具 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 2.3.1 Sora (OpenAI 公司) . . . .

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model DeepSeek-AI research@deepseek.com Abstract We present DeepSeek-V2, a strong Mixture-of-Experts (MoE) language model have undergone rapid development, offering a glimpse into the dawn of Artificial General Intelligence (AGI). In general, the intelligence of an LLM tends to improve as the number of parameters increases, allowing consisting of 8.1T tokens. Compared with the corpus used in DeepSeek 67B (our previous release) (DeepSeek-AI, 2024), this corpus features an extended amount of data, especially Chinese data, and higher data quality

agents can deliver real business value—automating not just tasks, but entire workflows with intelligence 
 and adaptability. If you’re exploring agents for your organization or preparing for your first Enterprise OpenAI and Safety Developer Docs OpenAI is an AI research and deployment company. Our mission is to ensure that artificial general intelligence benefits all of humanity. 33 A practical guide to building

TensorCore AutocCodeGen and Mixed-Precision Training/Inference PAI (Platform of AD Alibaba Cloud Intelligence Outline 计算平台事业部 。TensorCore AutoCodeGen 计算平台事业 。TensorCore 。A revolutionary technology that delivers groundbreaking AI performance. 。 Performs /mxeo-Drecsion matrix multiply and accumulate in a single operation. Background

1驱动万物智能 AliOs overview 。 AliOs (www.alios.cn) is a newly designed to drive everything toward intelligence. The Alios is running in vehicles, Phone, Pad and loT terminals. Provide cloud and devices co-related

：余梦珑博士后 清华大学新闻与传播学院 新媒体研究中心 元宇宙文化实验室 • Deepseek是什么？ • Deepseek能够做什么？ • 如何使用Deepseek？ DeepSeek是什么？ AI + 国产 + 免费 + 开源 + 强大 • DeepSeek是一家专注通用人工智能（AGI）的中国科技公司，主攻大模型研发与应 用。 • DeepSeek-R1是其开源的推理模型，擅长处理复杂任务且可免费商用。 JavaScript） • 自 动 补 全 与 注 释 生成 常规绘图 如何使用DeepSeek？ https://chat.deepseek.com 如何从入门到精通？ 当人人都会用AI时，你如何用得更好更出彩？ 推理模型 • 例如：DeepSeek-R1，GPT-o3在逻辑推理、数学推理和实时问题解决方面表现突出。 推理大模型： 推理大模型是指能够在传统的大语言模型基础上 需明确对话目标，避免开放发散 “从技术、伦理、经济三方面分析 AI的未来” 情感化提问（如“你害怕AI吗？”） 逻辑分析 推理模型 直接抛出复杂问题 “分析‘电车难题’中的功利主义 与道德主义冲突” 添加主观引导（如“你认为哪种对？”） 通用模型 需拆分问题，逐步追问 “先解释电车难题的定义，再对比 两种伦理观的差异” 一次性提问复杂逻辑 如何向AI表达需求 需求类型 特点 需求表达公式 推理模型适配策略