23 年成立的一家 AI 企业，第一轮是某知名机构，第二轮是这家知名机构的 lp 再投，第三轮才是市场 化机构来投。 咱也不知道，第三轮的机构是否了解一二轮机构的关系。咱也不知道，估值是否逐轮上涨，不知怎么个 涨法。 某半导体领域成长期项目，最近一轮的投资机构是 2023 年初进入。按我个人经验，很可能交割是在 2022 年。 五一节前的那几天，刷屏的都是肖医生和董小姐的那点事，是某医院的 4+4 项目。 有人说：与医疗圈相比，投资圈真的太干净了。我深以为然。 投资圈究竟是怎么个干净法？ 10 页的 pdf ，有文字说明，有微信截图，在微信群里疯狂转发。 最后，机构和该投资人和解，双方发了一个声明，继续维持机构和基金的平稳运营。 咱也不知道究竟是咋和解的。 然后， 2024 年的时候，该机构的主责投资人因为要高升，其本人及其上级，都希望该投资人离开之 前，将各已投项目"处理干净"，避免影响其后续仕途。 恰好，按这个项目的2023年的收入利润，有一定可能性完不成上市对赌。注意，只是一定可能性，稍微 延期一两年，应该是有很大希望的。 于是，该投资人以并没有打算妥善和解的态度和方式，提出回购。创始人拒绝，于是投资人 ...

Group 1 - The article discusses the personal lives of investment professionals, highlighting that while most male investors are relatively honest, a minority exhibit questionable behavior [1][2] - A specific incident is described where a managing director (MD) frequently arranges meetings with local women during business trips, showcasing a lack of discretion [3][4] - The author recounts a disturbing experience of being subjected to inappropriate noises from the MD's activities during a work trip, illustrating the uncomfortable environment created by such behavior [5][6] Group 2 - Another story involves the same MD arranging a business trip where he shares accommodations with a colleague, leading to an awkward situation with a female guest who is introduced as a "colleague" [7][8] - The MD's intentions become clear when he suggests that the author join him in private encounters with the female guests, further emphasizing the inappropriate nature of the situation [12][13] - A third narrative involves a partner from a well-known institution who behaves inappropriately during a formal dinner, making advances towards a female attendee and discussing personal matters in an unprofessional manner [14][15] Group 3 - The article highlights a culture within certain investment firms where inappropriate behavior is tolerated or even normalized, as evidenced by the actions of the MD and the partner [16][17] - The partner's drunken state leads to him making suggestive comments and sharing personal anecdotes about his life choices, indicating a troubling mindset prevalent among some industry leaders [18][19]

最近某东和某团的外卖大战，轰轰烈烈。原本 28 号那篇打算作为五一节之前的最后一篇，后台有人问 我对外卖大战的看法，于是有了这篇。 为什么要这样？因为这会让他在送餐的时候，电梯会继续往上走。送完餐后，再回到电梯前的时候，电 梯基本恰好从最高层再下来。就能节省他的很多时间。 但是这个慎用哈，因为是部分侵害了现有住户的利益，增加了他们的等待时长。 同样是与外卖员一同乘梯的情形，如果他希望停在某一层以后，我等他一下，等他送完餐立刻回来，我 多半愿意等他。 我每天骑小黄车上下班。到地方以后，我都会把小黄车停的稍微远一点。把离小区门口最近的位置，留 给外卖员。 没有调度系统，就是说，我同时按三部，三部都会到我这一层来。 这个和外卖员是什么关系呢？ 普通人能做点什么 如果我在一楼等电梯，恰好旁边有外卖员也在等，我会选择和外卖员乘坐不同的梯。如果他比我的楼层 高，我如果中途下梯，可能会占用他十秒左右的时间。我不坐，就帮他节省了这十秒。 我现在住的小区，每栋楼 3 部电梯，而且没有电梯的调度系统。调度系统的意思是，我按了 3 部的其中 一部，系统会根据我要去的楼层，以及当时时点各个楼层的按梯情况，选择最适合的一部。 然后，如 ...

2005年，某家国企破产。企业的一名基层技术人员，老宋，失业了。"手艺"没有了可以用的地方，老宋 不得不被动创业。那一年，老宋35岁。 没想过大富大贵，只是为了有口饭吃。 2010年，老宋的创业企业终于有了一点雏形，决定扩产。但是实在找不到愿意给地的政府。 老宋最后把企业搬到了西部的山沟沟里。那里土地便宜，政府不太管你污染不污染什么的。能解决就 业，能创造税收，就挺好。 那一年不仅找不到地，还找不到钱。于是老宋去借高li贷。不敢借久的，一次最多借一个月。 2015年，45岁的老宋头发白了，背也驼了，但是也一直闷头干。没找市里要过一条政策，没找银行借过 一分贷款，终于把企业带到良性发展，有利润了。 然后，开始有投资机构找上来了。嘿，给你钱要不要？不用还。等你上市了，我自己减持就行。 母基金出资给了多家投资机构，来找老宋的机构更多了，一簇簇投资人， 西装革履，目光如炬。 宋总你的企业非常好，业内有稀缺性。我们出资，能让你企业加速发展。企业上市了，你能取得的物质 回报，远远快于你每年辛辛苦苦赚的这点利润。 而且你企业上市了，二级股民也都能一同享受你企业的发展红利，这是利国利民的好事呀。 老宋还是摇摇头。 还有很多机 ...

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Core Viewpoint - The article emphasizes the transformative potential of AI agents in enhancing work efficiency, particularly in the investment sector, where rapid reading and comprehension of extensive documents are critical [1][2]. Group 1: Pain Points in Reading for Investors - Investors face significant challenges in processing various types of documents, including broker reports, prospectuses, annual reports, and industry analyses, which often span dozens to hundreds of pages [4]. - The author highlights the need for efficient reading solutions to distill core insights from lengthy texts, which is essential for informed investment decisions [5][6]. Group 2: Introduction of "Today Learn Something" - The article introduces "Today Learn Something," a feature from Mita AI that allows users to quickly summarize and present document content in an engaging format [6][7]. - This tool enables users to upload documents and receive structured summaries, significantly reducing the time required to comprehend complex materials [19]. Group 3: User Experience with "Today Learn Something" - The process of using "Today Learn Something" is described, including uploading documents and receiving a breakdown of content into manageable sections, akin to classroom lectures [12][19]. - Users can customize the difficulty level and presentation style, enhancing the learning experience and making it more interactive [13][19]. Group 4: Investment Perspective on Mita - From an investment standpoint, Mita is recognized for its strong product capabilities, market positioning, and innovative solutions that address user pain points in information retrieval [21][23]. - The company initially gained traction in the legal sector, leveraging AI for text processing and analysis, which laid the groundwork for its expansion into other professional domains [23][24]. - Mita's founder possesses a robust background in AI and has successfully navigated the company through early-stage growth, indicating a promising future for the business [24][25].

经历过 2024 年的 OpenAI 和 2025 年初的 DeepSeek ，应该不会有人再怀疑 AI 的未来。然后，相信本 文读者对于" AI 智能体（ AI Agents ）"的概念也不 会陌生。 AI 智能体 是在大模型技术的基础上，以自然语言为交互方式，自动化地执行专业或复杂的任务。 虽然上周末的亦庄人形机器人马拉松有一点状况百出，但是在一些特定的领域， AI 智能体已经在逐渐 渗透，逐渐改变传统的人类工作方式，来大幅提高人类的工作效率。 我今天想分享的一个领域是：阅读。是的，就是读书，读文字。 （一）快速阅读是投资人的痛点 读东西谁不会？ nono ，对于投资行业来说，我平时需要阅读的资料包括以下几类： 各类券商研报，针对某个上市公司的，针对某个行业的，尤其一些深度报告， 100 页左右的报告； 上市公司的招股书、年报，以及一些重大事项的公告，比如发行股份购买资产等； 一些时事报告与文章，比如针对 2024 年的并购交易的分析报告；比如我关注半导体产业，我能够拿到 一些智库、研究院出具的针对半导体行业的年度报告，等等； 股权投资实务相关，主要用于个人学习。最典型的比如一些律师事务所出具的各类实务手 ...

Group 1 - The fundraising process involves various combinations of projects and limited partners (LPs) to attract investments [2][3][6] - Investment teams quickly rearrange existing projects to align with the fundraising team's needs, often presenting a different set of projects during fundraising compared to actual investments made later [6][15] - The fundraising team actively seeks out LPs across the country, regardless of the suitability of the LPs, to expand their resource pool [11][12] Group 2 - The key to successful fundraising is having a thick skin and being adaptable to the needs of potential LPs [10][11] - The investment logic is primarily driven by the need to secure fundraising, leading to fragmented investment strategies that may not align with industry resources [15][16] - Institutions are under pressure to provide guarantees on annual returns to LPs due to poor past performance, leading to a focus on projects with acceptable return rates [18]

我 2018 年刚入行的时候，在一家家办性质的机构，不需要对外募资，也能自己做 lp 。 当时我接触过很多其他机构的募资岗位的人，清一色年轻靓丽，高颜值高气质的小姐姐。 那时的我还是单身，顶着一脸的青春痘。面对这样的小姐姐，我心想：募资好光鲜啊。 直到我后面去了其他机构，自己也参与过一些募资 .... （一）募资就是各种排列组合 一家机构， 2020 年开始投新能源，还没投几个， 22 年又要募集半导体主题的基金， 于是从已投项目里疯狂找，找已投的新能源项目，有哪些和半导体有一定的关联。 比如材料类，有些新能源材料也可以用于半导体材料，快，快把这类项目写进募资文件里。 募资团队每年都拿着放大镜，寻找全国各地的母基金，引导基金。不管是否合适，先去勾搭再说。 投资团队随时根据募资团队的需要，根据近期要投标哪个母基金，迅速对已投项目做排列组合。 机构已经投了十个项目，扒拉扒拉，可以算作新能源的有六个，可以算作半导体的有五个，和 AI 贴点边的也能有四个。 除了已投项目，储备项目也要顶上。机构想要募 AI 主题的基金，但是已投项目都和 AI 没什么关系，那就赶紧找新的 AI 项目。 哪怕刚接到个 bp 也没关系，也要 ...

Core Viewpoint - The article discusses the evolution and current state of the massage industry in a specific city, highlighting regulatory changes and market dynamics that affect business operations and valuations. Group 1: Industry Evolution - The massage industry has transitioned from a chaotic environment requiring approval from regulatory bodies to a more structured "registration system" that still involves significant oversight [7][8]. - The concept of a "blue channel" is introduced, suggesting that certain establishments can bypass standard regulations if they have connections within the regulatory body [10][12]. Group 2: Market Dynamics - There is a market for selling massage parlors or even the staff if they do not obtain the necessary approvals to operate [14]. - The practice of "valuation management" is noted, where businesses may bring in teams to enhance their perceived value before a sale [15][16]. Group 3: Regulatory Challenges - Despite the increase in applications for operating licenses, the actual approval process remains opaque, with establishments claiming to be in line for approval without clear evidence [20]. - Regulatory bodies may intervene in business transactions, even when both parties are willing, indicating a level of control over market competition [18][19]. Group 4: Personal Perspectives - Industry professionals express a desire for autonomy, with some exploring alternative business models such as home service offerings [22]. - The conversation reflects a broader sentiment of adapting to market conditions, akin to seeking alternative stock exchanges when primary options are unavailable [23].