大数据与大模型结合，会擦出哪些火花？ 最近，上海跑出一个超级独角兽：星环信息，向港交所发起IPO冲刺。2022年，星环科技已在科创板上市。 它的主攻方向是：大数据基础软件。 | 企业面临的问题 | 星环科技的解决方式 | | --- | --- | | 数据 "乱糟糟" 不好用 | 把数据 "捋顺",统一标准、去重纠错,让数据能被各部门顺畅共用 | | 数据大多处理不过来 | 平台像 "超级计算器 + 巨型仓库",能高效存储数据目快速计算结 果 | | 老数据库跟不上业务,换国产怕麻烦 | 数据库可直接替代国外产品,用法相近,还能支持业务快速扩张 | | 想搞 AI 但不知道从何下手 | 帮忙整理可用数据,提供工具让企业自主训练 AI 模型 | 星环科技主要解决几大痛点 按照2024年的数据，它是国内最大的纯AI基础设施软件提供商。同年，星环信入选了上海市重点服务已上市独角兽企业榜单。 通过其在AI方向的实践，我们可以总结大数据与AI的几大机会。 例如，用户可通过自然语言指令，构建数据处理流程，无需复杂编码。 2、用大模型增加检索功能。 例如，某金融机构利用 TKH 构建专属问答系统，通过自然语言即可检索历史 ...

Core Viewpoint - Palantir has cultivated a network of successful alumni who have founded various startups, creating a "Palantir Mafia" similar to the PayPal Mafia, with significant venture capital backing and a focus on diverse industries including defense technology, healthcare, and AI [2][5][4]. Group 1: Palantir's Alumni Network - The "Palantir Mafia" includes notable figures such as Garry Tan, Joe Lonsdale, and others who have established their own companies and investment funds [2][4]. - Alumni have raised over $6 billion in venture capital, with $3.8 billion directed towards Anduril, a defense tech startup founded by former Palantir employees [5][14]. Group 2: Notable Alumni and Their Startups - Garry Tan, a former chief engineer at Palantir, founded Initialized Capital and has invested in companies that collectively reached a market value of over $200 billion [9][10]. - Anduril, co-founded by Trae Stephens, Matt Grimm, and Brian Schimpf, focuses on advanced autonomous systems for military applications and has raised $3.8 billion [12][14]. - Joe Lonsdale, a co-founder of Palantir, established Addepar, a portfolio management software platform that has raised nearly $495 million [16][20]. - Cai Wangwilt founded Ironclad, a contract management software company, raising $333 million [21][22]. - Mati Staniszewski co-founded ElevenLabs, which has raised $281 million for developing AI-generated audio models [30][37]. Group 3: Investment and Growth - The startups founded by Palantir alumni have attracted investments from top venture capital firms such as a16z, Sequoia, and Accel, indicating strong market confidence [5][23]. - Many of these companies have experienced rapid growth, with some achieving significant valuations, such as Sourcegraph at $2.6 billion and Peregrine at $2.5 billion [46][44]. Group 4: Insights from Alumni - Alumni emphasize the importance of autonomy and responsibility in their roles at Palantir, which shaped their entrepreneurial approaches [36][100]. - The experience at Palantir is viewed as a unique training ground for understanding customer needs and building effective products [86][69].