Billionaire Jean Salata’s EQT Asia To Invest In Korean LinkedIn Rival https://t.co/WPKQwZYi5T https://t.co/WPKQwZYi5T ...

Billionaire Jean Salata’s EQT Asia To Invest In Korean LinkedIn Rivalhttps://t.co/PuvUTRL8eb https://t.co/Boyg0cQOEB ...

对于希望在AI销售领域创业的初创公司来说，Clay的启示在于，首先，聚焦PMF（产品市场契合度），目标客户可以不用多，但行业要够垂，做透场景； 其次，重视品牌和营销，讲好自己的品牌故事，让大家都听懂；第三，搞定例如OpenAI、谷歌这样的大客户。 不过，在AI找销售线索这个赛道，已经挤满了竞争者，甚至还有一些大平台公司。Clay的优势能维持多久，是否能保持用户粘性，还不好说，毕竟在Agent 领域，公司的起起伏伏是常态。 嘉和资本CEO袁子恒告诉虎嗅，Clay这类公司模式最根本的问题在于，很难形成飞轮效应，一方面Clay从互联网抓取很多数据进行整合，帮助客户有针对性 地联系他的客户，但这种方式的门槛其实并不高。在红海的AI售前场景下，拼的是精准度。 另一方面，Clay的模式，没有和用户形成有效的交互机制，并且Clay没有独家数据，而LinkedIn的数据正在收紧，这也极大影响了Clay的收入。 7年时间，转型与收敛 "AI 原生 100" 是虎嗅科技组推出针对 AI 原生创新栏目，这是本系列的第「 11 」篇文章。 作为在AI销售——找线索领域的产品，Clay找到了它的增长秘籍，成为硅谷在这个领域增长最快的公 ...

how is LinkedIn a real place https://t.co/UV5emvHBbC ...

Model Building and Training - LinkedIn leverages large language models (LLMs) for personalization and ranking tasks, aiming to use one model for all tasks [2][3] - The process involves converting user information into prompts, a method called "promptification" [8] - LinkedIn builds a large foundation model, Blue XL, with 150 billion parameters, then distills it to smaller, more efficient models like a 3B model for production [12] - Distillation from a large model is more effective than training a small model from scratch [14] - Increasing data, model size (up to 8x22B), and context length can improve model performance, but longer contexts may require model adjustments [17][18][19] Model Performance and Generalization - The model improves performance for cold start users, showing a growing gap compared to production models as interactions decrease [21] - The model demonstrates generalization to new domains, performing on par with or better than task-specific production models in out-of-domain tasks [23] Model Serving and Optimization - LinkedIn focuses on model specification, pruning, and quantization to improve throughput and reduce latency for production [26] - Gradual pruning and distillation are more effective than aggressive pruning, minimizing information loss [29][30] - Mixed precision, including FP8 for activations and model parameters but FP32 for the LM head, is crucial for maintaining prediction precision [31][32] - Sparsifying attention scores can reduce latency by allowing multiple item recommendations without each item attending to each other [34][35] - LinkedIn achieved a 7x reduction in latency and a 30x increase in throughput per GPU through these optimization techniques [36]

AI Talent Market - Frontier model AI 人才的市场价格约为 1 亿美元 [1] - 行业认为，顶级 AI 人才可能为公司创造数十亿美元的价值，因此高薪是合理的 [3] - 行业观察到，科技公司之间不挖人的协议不利于反垄断和人才流动 [6] AI Impact and Investment - AI 将会变革整个科技行业，涉及数万亿美元市值的公司 [4] - 投资者持续重仓 AI 和科技公司 [17] - 行业预测，未来软件工程师的需求量不会减少，反而每个人都可能成为软件开发者，并有 AI 助手 [18] OpenAI Restructuring - OpenAI 的重组过程充满挑战，可能受到法律诉讼和学术界负面评价的影响 [9] - 行业未观察到 OpenAI 的重组对其招聘和留住人才产生负面影响 [8] Future of AI and Jobs - 长期来看，AI 对就业的影响尚不明确，但短期内可能导致工作转型和失业 [14][16] - AI 驱动的变革类似于工业革命，将带来知识、信息和语言工作方面的巨大影响 [15] Brain Technology - 行业关注超声波技术在脑部读写方面的应用潜力，尤其是在治疗焦虑和痴呆症等疾病方面 [12][13]

IPO Considerations - The quality of the underlying asset and its potential value in 5 years are key factors [1] - Liquidity in the IPO is important, specifically the float size (millions or billions) [1] - Percentage of floating shares and lockup terms are crucial for participation [2] Key IPO Factors - Larger IPOs are preferred, enabling the acquisition of a significant position [2] - A higher percentage of publicly floating shares is better for price discovery [3] - A higher percentage of publicly floating shares reduces volatility and susceptibility to manipulation [3] Lockup Periods - The presence and duration of a lockup period are important considerations [4] - Direct listings may not have lockup periods, potentially leading to faster price discovery [4] - A minimum of 20% float is preferred to avoid volatility [4]

YC合伙人们反复强调的一点是：最差的创意来源方式，是"别人做了所以我也做"。当创始人陷入这种思路时，做出来的往往是"热点包装器"，缺乏真正的 用户价值，也难以持续。 在AI浪潮裹挟一切的当下，最难的问题从技术变成了：你到底该做什么？ Y Combinator（YC）作为硅谷最重要的早期创业加速器，其管理团队资助了数百家科技公司，总市值达数千亿美元。最近一次播客《How To Get AI Startup Ideas》中，YC总裁 Gary Tan 与三位合伙人罕见系统分享了他们如何帮创始人找到创业创意的完整方法论。 这不是一套高高在上的"方法"，而是总结了YC资助过的几十家 AI 初创公司从零到一的真实路径——如何从自身经验、行业痛点、人与人的连接中生长出真 正的创新。 我们整理了这次对谈的要点，希望能为当下在探索AI方向的创业者、研究者与产品人，提供一份更接地气的参考框架。 一、不要只盯着"现在流行什么"，要找到"我该做什么" 相比之下，那些能够长期运作并实现增长的AI初创公司，大多都具备一个共同点： 创始人对他们解决的问题，有着独一无二的认知和实践经验。 你不是为了造个AI而造，而是因为你了解一个行业、一 ...

Core Insights - Traditional marketing channels are declining, while companies like Cursor are experiencing explosive growth due to innovative market entry strategies [1][2][3] - The article outlines three evolutionary phases of market entry strategies, highlighting the shift from pull to push tactics [4][18] Phase Summaries Phase 1: From Offline to Online (2000-2010) - Pull Strategy - The first wave of internet startups digitized offline information, exemplified by platforms like Trulia [6][7] - This "pull" strategy relied on search engine optimization to attract users, but has become less effective as the market matured [11] Phase 2: Product-Driven Growth (2010-2020) - Push Strategy - The second wave introduced products with built-in viral mechanisms, where user growth directly enhanced product value [12][13] - This era marked a transition to a "push" strategy, focusing on product features to capture market share [14][15] Phase 3: External Push - The latest strategy emphasizes leveraging existing communities rather than solely building proprietary platforms [19][20] - Companies are now utilizing third-party networks for community building, a tactic referred to as "ecosystem marketing" [22][23] Effective Strategies - The current market entry strategy combines product virality with community building [24] - Key principles include creating a multiplayer experience and maintaining authenticity in marketing efforts [25] Specific Tactics 1. **Open Building**: Transparency in company progress fosters user trust and engagement [26][28] 2. **Community-Driven Growth**: Establishing communities in existing user hubs accelerates network building [34] 3. **Self-Service Viral Products**: Allowing users to discover and use products independently enhances growth [36] 4. **Targeting Professional Consumers**: Focusing on prosumers who have a higher willingness to pay and decision-making power [38] 5. **Open Source Foundations**: Building communities around free software can drive product adoption and growth [40][42] 6. **Influencer Marketing**: Leveraging social proof through influencer partnerships can significantly boost sales [44][46] Conclusion - As traditional marketing channels become saturated and costly, companies must innovate their market entry strategies to remain competitive [49] - The new formula emphasizes a combination of product and community frameworks to create genuine connections with users [50]

Federal Reserve & Market Expectations - The market anticipates the Federal Reserve to maintain current interest rates, with focus on the summary of economic projections (SEP) and the dot plot for future rate guidance [2][3] - There's a possibility the Fed's 2025 dot plot could be revised up, expecting only one rate cut this year instead of two, potentially causing initial market declines if it skews hawkish [4][5] - Investors are closely monitoring the Fed's policy decision and the dot plot for clues on future interest rate movements [57] Economic Concerns & Consumer Sentiment - A majority (65%) of Americans believe tariffs will negatively impact their personal finances, contributing to downbeat consumer sentiment [60] - Consumer sentiment regarding the economy's direction is heavily influenced by political affiliation [64][65] - Younger Americans are slightly more pessimistic about the economic outlook, potentially due to financial fragility [67] Housing Market - New housing construction has fallen to levels not seen in 5 years, since May 2020, with 126% million new homes started in May [40][41] - High interest rates, labor shortages, and material costs continue to challenge home builders and weigh on new construction [42][43][45] - The US faces a shortage of approximately 5 million homes, exacerbated by long-standing issues in the housing market [47] Labor Market for New Graduates - New college graduates are facing challenges in the labor market, with an unemployment rate of 66% in May for those aged 20-24 [23] - Industries like technology, information, media, and financial services are not hiring as many new graduates as before the pandemic [26][27] - Education and healthcare sectors are showing stronger hiring growth for young professionals [31] Formula 1 Growth & Brand Partnerships - Formula 1 is experiencing growing popularity in the US, with the 2024 championship reaching approximately 30 million viewers across ESPN's platforms [87] - The F1 fan base in the US is around 50 million and has been nearly doubling year-on-year [94] - A third of Formula 1's partners and sponsors are from the US, highlighting the sport's importance in the American market [94] Gaming Industry - AMD and Xbox have announced a multi-year hardware partnership for the next generation Xbox consoles and handhelds [106][107] - Microsoft aims to expand its Game Pass service, costing between $9 and $1999 per month, through this partnership [107][108] - Nvidia holds a significant lead in the PC gaming market, while AMD powers the Xbox and PlayStation consoles [112][113] Credit Card Comparison - The Chase Sapphire Reserve card's annual fee has increased to $795, up from $550, offering new credits and perks [74] - The American Express Platinum card has a slightly lower annual fee at $695 and offers similar travel benefits [80] - The Capital One Venture X card has a significantly lower annual fee of $395 but is removing complimentary guest access to airport lounges [84][85]