This article delves into how the zkPyTorch compiler launched by Polyhedra Network integrates the mainstream AI framework PyTorch with zk-SNARKs technology, reducing the development threshold for ZKML and achieving credible verification and privacy protection in the machine learning inference process. It covers its three core modules (preprocessing, quantization, circuit optimization), key technologies (DAG, lookup tables, FFT convolution), multi-level circuit optimization strategies, and showcases breakthroughs in performance and accuracy of zkPyTorch through empirical data from VGG-16 and Llama-3.
2026-03-31 02:56:49
In recent years, ETFs (Exchange-Traded Funds) have become an increasingly important tool in the investment marketplace, further expanding the diversity of trading options in the crypto assets sector. To help new users experience ETF trading more easily, Gate is launching a limited-time event. By offering trial funds and a daily trading check-in rewards program, participants can get acquainted with marketplace operations and have the chance to share a 20,000 USDT reward pool.
2026-03-31 02:55:41
As digital asset Earn products continue to evolve, leading platforms are introducing new promotional mechanisms to enhance user engagement. Gate now presents the Simple Earn campaign, offering multi-level rewards and task-based incentives that enable users to unlock various benefits progressively, beginning with registration. Both first-time participants and high-asset users can find participation options suited to their funding scale, with the opportunity to earn extra returns and rewards throughout the event.
2026-03-31 02:52:47
This article starts from the case of Hyperliquid successfully building the HyperEVM ecosystem, and deeply analyzes why "Build it and they will come" is no longer applicable to emerging blockchain infrastructure projects. Combining with Ritual's practice, the author proposes a more sustainable path of active incubation and ecological native prototype construction, providing a reference for the cold start of L1/L2.
2026-03-31 02:52:44
In the realm of crypto derivatives trading, numerous platforms have adopted reward mechanisms to improve user experience. Gate’s Futures Points system combines trading activity, asset holdings, and platform events, enabling traders to steadily build up available resources as they engage in the marketplace.
2026-03-31 02:49:14
Gate has officially integrated with the Polymarket prediction market and is rolling out multiple limited-time events. Users can participate in event prediction trades and earn extra rewards by submitting proposals, engaging in experience activities, and through first-time participation incentives.
2026-03-31 02:43:04
Gate Research Daily Report: On June 11, BTC edged down 0.02% to 109,603 USDT, slipping back into consolidation after yesterday’s strong rebound and briefly dropping below 109,000 USD. ETH rose 3.00%, currently priced at 2,778 USDT, with the ETH/BTC ratio rising to 0.025 and market dominance increasing to 9.87%. Sentiment in the altcoin market improved as most sectors rebounded, and the Fear & Greed Index climbed to 65. All three major US stock indices closed higher on Tuesday, hitting three-month highs as investors focused on progress in US-China negotiations. Spot gold was reported at 3,339.46 USD per ounce, down 0.5% over 24 hours. Other notable news: Sonic’s cumulative transactions surpassed 100 million; the SEC requested Solana ETF applicants update S-1 filings; and Gate Launchpool launched the new project Fly.trade.
2026-03-31 02:41:58
Gate, a global leading digital asset trading platform, has officially launched a major upgrade to its Web3 wallet, Gate Wallet, in Q2 2025. This version marks a critical milestone in the wallet’s product evolution, undergoing a full-scale reconstruction around three key pillars: user experience innovation, security enhancement, and AI empowerment. With optimizations across six major functional modules, the upgrade delivers a smarter, more seamless, and secure multi-chain asset management experience for Web3 users.
2026-03-31 02:39:10
This article deeply analyzes the key factors behind Ethereum's leading position in the RWA (Real-World Assets) field, including its first-mover advantage, institutional trust, and decentralized characteristics. Meanwhile, it explores the development trends of general-purpose blockchains and RWA-specific blockchains.
2026-03-31 02:33:19
OpenAI's acquisition of the AI programming platform Windsurf has caused a stir in the industry, while Anthropic's cessation of the Claude model supply to Windsurf has further intensified market competition.
2026-03-31 02:31:48
OpenAI's acquisition of the AI programming platform Windsurf has caused a stir in the industry, while Anthropic's decision to cut off the Claude model from Windsurf has further intensified market competition.
2026-03-31 02:30:22
The article elaborates on the concept, promoters, and potential impacts of SER, and demonstrates the practical application of this concept through the case of SharpLink. SER is not only an asset - allocation strategy, but also a declaration of trust in Ethereum. Through strategic dimensions such as the enterprise - level on - chain flywheel, broadening the access to the ETH capital market, and reducing the supply through scarcity, it provides a new driving force for the future growth of Ethereum.
2026-03-31 02:28:45
This article provides an in-depth analysis of the background of the evolution of Singapore's regulatory policies, the specifics of the new regulations, and their impact on the industry, exploring the compliance challenges faced by the encryption industry globally and future development directions.
2026-03-31 02:27:03
The article revolves around the doubts raised by Jack Zhang, the founder and CEO of the cross-border payment platform Airwallex, regarding stablecoins, analyzing the advantages and limitations of stablecoins in cross-border payments.
2026-03-31 02:25:29
In the first half of 2025, the tokenization market for real-world assets (RWA) experienced explosive growth. This article provides an in-depth analysis of the asset class distribution in the RWA market, the competitive landscape of major public blockchains, and representative projects, revealing the challenges faced in this field and the future development directions.
2026-03-31 02:23:53