DeepSeek is recruiting for 17 positions, with R&D focus shifting toward Agent productization. Positions include algorithm research, data evaluation, and infrastructure engineers, focusing on reinforcement learning and evaluation system design. The company also values experience with AI coding tools. Compared to the deep learning researcher positions from the beginning of the year, this recruitment clearly tilts toward Agent productization.

Gate News bot message, according to Gate official announcement on March 25, 2026 Gate will launch Perle (PRL) spot trading on March 25, 2026 at 19:00 (UTC+8), with the trading pair PRL/USDT. Withdrawals are expected to open on March 26, 2026 at 19:00 (UTC+8). Perle Labs is committed to building sovereign-grade AI infrastructure by training intelligent systems through verified human expertise. The project integrates qualified contributors, clear incentive mechanisms, and on-chain transparency to ensure data credibility and fair rewards. Perle Labs was founded by senior AI experts from leading tech companies and research institutions, with deep experience in data operations, blockchain systems, and large-scale annotation infrastructure.

BlockBeats News: On March 25, according to Coinglass data, recently Strategy and on-chain whales have significantly accelerated their accumulation of Bitcoin. Bitcoin's balance in CEX wallets has reached a two-year low of 2.4633 million coins. In the past 24 hours, CEX has seen a net outflow of 8,323.72 bitcoins. Over the past 30 days, the net outflow has reached 32,190.17 coins.

> Original Title: "Trump, the World's Largest Oil Trader" > Original Author: David, Deep Tide TechFlow How much can a single post be worth? At 7:05 AM ET on March 23, Trump posted an all-caps message on Truth Social, essentially stating: The U.S. and Iran had conducted "very good, productive dialogue" over the past two days, and he has ordered a five-day pause on strikes against Iranian power plants and energy facilities. When this post was published, U.S. stocks hadn't opened yet. But the futures market operates in real-time. Within minutes, Dow Jones futures surged over 1,000 points, and S&P 500 futures rose 2.7%. Brent crude oil plummeted from $113 per barrel directly to $98, a drop of over 13%.

# ETH 2026-03-23 11:00–11:15（UTC）Price Anomaly Deep Attribution Report ## I. Event Overview During the period from 11:00 to 11:15 (UTC) on March 23, 2026, ETH experienced a notable price anomaly with a +5.86% return within 15 minutes. This report will systematically analyze the causes of this price movement based on quantitative metrics including on-chain data, trading volume, position changes, and capital flows, combined with relevant market events. It will also provide a structured risk attribution analysis. --- ## II. On-Chain and Market

# BTC 2026-03-23 11:00–11:15（UTC）Price Anomaly Deep Attribution Report ## I. Executive Summary and Core Conclusions During the time window of 2026-03-23 11:00–11:15（UTC）, BTC price return was +3.51%, showing significant anomaly. This report systematically traces the causes of price anomaly through quantitative indicators including on-chain data, trading volume, position changes, and capital flows, combined with market structure and behavioral analysis. Conclusions show that this round of anomaly was primarily driven by institutional capital inflows (ETF net purchases), futures market leverage

Gate launched Gate AI "Deep Thinking" mode on March 18, upgrading to a universal AI assistant to support market analysis, information integration, and other scenarios. Users can ask private questions through the Gate AI Bot on Telegram, providing personalized analysis and support.

Gate News - On March 17, according to Gate market data, as of press time, CFG (Centrifuge) is trading at $0.17, up 43.88% in the past 24 hours, reaching a high of $0.25 and a low of $0.12. The 24-hour trading volume reached $289 million. The current market capitalization is approximately $99.99 million, an increase of about $3.05 million from yesterday. Centrifuge is an on-chain asset management infrastructure that provides a platform for the tokenization of real assets. The platform supports institutional-grade tokenization through automated infrastructure, multi-chain coverage, and deep DeFi connectivity. Centrifuge enables asset managers and builders to launch tokenized products on audited infrastructure, while offering investors access to a diversified range of asset classes.

Gate News: On March 16, OpenAI is in deep negotiations with TPG, Bain Capital, Advent, and Brookfield regarding the establishment of a joint venture to distribute artificial intelligence products. Private equity firms may commit $4 billion in equity investment to the joint venture, valued at $10 billion. OpenAI plans to provide preferred shares in the joint venture, while Anthropic has proposed providing common shares.