Andrew Tate on "The Data" https://t.co/XUYqV0CP5X ...

Data Conversion - The core objective is converting data into actionable information [1][2] - AI faces challenges in processing vast amounts of multimodal data to extract relevant information [1] - Efficient data processing minimizes the need to move large datasets for every task [1] Metadata's Role - Metadata provides context and enables real-time data-to-information conversion [2] - The speed of converting data into actionable information is crucial [2] - Metadata is presented as an effective method for achieving rapid data conversion [2]

Web3 Insights - TRON DAO 将于 2025 年 8 月 13 日上午 9 点（太平洋标准时间）举办 TRON X Space 活动，讨论 Web3 数据洞察 [1] - 活动主题为“Mapping Web3: Insights from the Frontlines of Data”，旨在分析链上数据，了解行业趋势和 TRON 的表现 [1] - MessariCrypto、Cryptoquant、Dune 和 Artemis 等行业领袖将参与此次活动 [1]

Artificial General Intelligence (AGI) Race - The industry speculates on China's potential to achieve AGI first due to its compute capabilities and data resources [1] Compute Power - China possesses significant electricity generation capacity to power GPUs, which in turn drives compute [1] Data Resources - The industry questions the specific data sources China is utilizing to train its AI models [1]

Artificial General Intelligence (AGI) Race - The core equation for achieving intelligence is "Compute + Data = Intelligence" [1] - The report questions what is preventing China from achieving AGI first [1] Key Resources for AGI - China possesses significant electricity generation capacity to power GPUs, which in turn drives compute [1] - The report raises the question of what data sources China is utilizing to train its models [1]

Sentiment Analysis & Data Applications - The industry acknowledges the potential misuse of data but emphasizes that the issue lies with people, advocating for exploring new and interesting use cases for data [1] - The industry is closely monitoring Kaito-powered projects like Trends, which focuses on sentiment scraping and CT (Crypto Twitter) opinions, recognizing the early stage of info/sentiment/signal classifying data services [2] - The industry believes that identifying a successful "hit" within these data services could be transformative [2] Kaito AI & Community Benefits - Kaito AI is powering Trends, an internet content market aiming to build a value-anchored social protocol [2] - Kaito is offering benefits for its community (sKAITO holders) as part of their TPS Season 1 [3]

Overview - CMC provides comprehensive resources for thorough research [1] - The platform offers charts, data, news, and insights [1] Value Proposition - CMC emphasizes knowledge-based research over shortcuts [1] - The platform aims to empower users to "Do Your Own Research" (DYOR) effectively [1]

Vision & Strategy - The company's early vision focused on cloud, open source, data, and AI, demonstrating foresight into market trends [1] - The company declined a $10 million offer for on-premise deployment, prioritizing its cloud-based strategy [1] Customer Acquisition & Market Shift - JP Morgan Chase initially stated they would "never be in the cloud" but later became one of the company's biggest customers, highlighting a significant market shift [1] Financials - In the early days, the company's first-year targets were less than $1 million [1]

One of the smartest things we did at data bricks was we priced based on consumption. So you could start super small but as you start to consume more it could get super big and then we expanded to multiple products all that kind of thing. But if you think about data and AI data is growing the number of queries you're going to do or grows.So having a consumptionbased model is super smart. I see this mistake a lot like people be like oh I'm going to price on users. There's a cap on users and you know if the ec ...

AI应用与数据 - AI应用正从训练模型转向利用前沿模型解决大型问题[1] - 应用阶段的数据重要性被低估，AI需要访问信息而非原始数据[1] - 行业正在将对象和原始数据的存储重构为数据智能[1] 存储与计算 - 数据智能为全球企业提供AI运行所需的信息结构[1] - 这代表着计算和存储关系的非凡重构[1]