Growth = Unprecedented Leading USA-Based LLM Users 2 Source: Company disclosures Details on Page 55 6MM 2005 2025 Number of Developers, MM 0% 50% 100% Internet LLM 33 Years In 90% @ Year 3 Outline53 AI User + Usage + CapEx Growth = Unprecedented54 Consumer / User AI Adoption = Unprecedented55 AI User Growth (ChatGPT as Foundational Indicator) = +8x to 800MM in Seventeen Months Note:OpenAI They Have Ever Used ChatGPT – 7/23 per Pew & 1/25 per Elon University 18% 33% 21% 13% 4% 37% 55% 44% 30% 20% 0% 50% 100% All USA Adults Ages 18-29 Ages 30-49 Ages 50-64 Ages 65+ 7/23 – Per

e e p s e e k - a i / D e e p S e e k - V 2 . 0 20 40 60 80 100 Activated Parameters (Billions) 55 60 65 70 75 80 Performance (MMLU) DeepSeek-V2 DeepSeek 67B LLaMA 1 33B LLaMA 1 65B LLaMA 1K 12K 24K 35K 47K 58K 70K 81K 93K 104K 116K 128K Context Length (#Tokens) 0 9 18 27 36 45 55 64 73 82 91 100 Document Depth Percent (%) Pressure Testing DeepSeek-V2 Base 128K Context via lenge dataset for reading comprehension. In R. Barzilay and M.-Y. Kan, editors, Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1601–1611

提高10倍效率 提升10倍体验 四个“十倍”原则  四个方向  四个十倍 选择场景 分解流程  做过去只有人才能做的事  做人做的重复繁琐易出错的事  拆解繁琐复杂的业 务流程 55政企、创业者必读 场景选择示例：人员招聘系统 场景分得足够细，就可以训练对应的专业模型来解决问题 注：经360内部测试，深色的业务环节更加符合“四个十倍”原则 示例：人员招聘就是一个太大的、笼统的场景 APT- C-30 潜行者 （新加坡） APT- C-12 蓝宝菇 （中国台湾地区） APT- C-00 海莲花 （越南） APT- C-08 蔓灵花 （印度） APT- C-55 Kimsuki （朝鲜） APT- C-24 响尾蛇 （印度） APT- C-48 CNC （印度） APT- C-35 肚脑虫 （印度） APT- C-47 旺刺 （韩国）

What about multimodal prompting? 54 Best Practices 54 Provide examples 54 Design with simplicity 55 Be specific about the output 56 Use Instructions over Constraints 56 Control the max token length style, and tone of its response to better match your expectations. Prompt Engineering February 2025 55 Design with simplicity Prompts should be concise, clear, and easy to understand for both you and the

1.67 1.64 1.60 1.66 155 157 157 150 143 136是寺39上3143 140 145 147 147 138 工55 下40生139直1人 1461.45 .31让工 1.31 -35 1 129 中131 124有23152136 2 1.14 am omo oo

with their questions." # This should be ok 29 A practical guide to building agents 51 52 53 54 55 56 # This should trip the guardrail Runner.run(agent, ( ) except