Frank
PANews官方作者
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Creating AI products is not difficult; the challenge lies in getting them seen: Developers at mu Shanghai, Web3, and AI Opportunities in China
As AI makes it easier to build product prototypes, where does the real difficulty of starting a business shift to?
Frank
Breaking Down Barriers to "Black Box Transactions": How CoinW Reconstructs the Transaction Narrative for Ordinary People with "On-Chain Smart Money"
When faced with hundreds or even thousands of highly profitable addresses and traders, which one should users follow? And what can users learn besides profit and loss figures?
Frank
muShanghai Discusses Consumer AI: After Continuous Iteration of Large Models, Product Competition Shifts Towards Scenarios and Experience
AI Consumer Ecosystem Innovation Practice Roundtable: Guests from MiniMax, FateTell, and others discussed the barriers to the implementation of consumer-grade AI. After the leap in model capabilities, competition has shifted to scene understanding, user education, and emotional value. In the future, hardware and personalized services will reshape the market.
Frank
From Risk Mitigation to Alpha Capture: A Comprehensive Guide to Huobi HTX's Q1 Offense and Defense Strategies and Wealth Effect
Huobi HTX Q1 2026 Report: Despite the bear market, the number of registered users exceeded 59 million, with initial asset allocation exceeding 53%, and a 101% BTC reserve rate demonstrating fund security. The platform expanded into traditional financial contracts such as gold and crude oil, and launched the Earn product with an annualized return of up to 15%, evolving from a single exchange into a comprehensive financial terminal.
Frank
A Roundup of Players in the AI ​​Trading Sector: From Intelligence to Infrastructure, Can You Trust AI to Press the "Buy" Button for You?
In early 2026, the AI ​​trading sector experienced explosive growth, with projects like Nansen, Donut, and MOSS emerging in rapid succession, driving the evolution of AI from a simple chart-watching assistant to an autonomous trader. However, the sector became highly fragmented, blurring the lines between truly effective AI tools for managing money and products merely using marketing hype. This article provides an in-depth analysis of the three-layer architecture of AI trading, mainstream product models, and potential risks, helping you see the truth behind the hype.
Frank
Survival Rules for Navigating Cycles: What Valuable Signals Can We Read from This Harsh Report Card?
In a bear market where BTC has nearly halved in value, PANews' in-depth analysis reveals a brutal market shakeout. Only 2.6% of assets recorded positive returns, while JST, Maker, and others demonstrated resilience thanks to real cash flow and on-chain demand. Stablecoins are flowing to public chains like Polygon and Aptos, indicating a redistribution of funds rather than a withdrawal. Through cycles, only those that are "useful" will survive.
Frank
Interview with Bill, Head of Bitget AI: In the era of AI trading, how far are we from "making money while lying down"?
In-depth interview with Dr. Bill, Head of AI at Bitget: Unveiling the path to AI-driven trading equality from the OpenClaw craze to the implementation of GetClaw. How does AI lower the barriers to trading, enabling "monitoring the market with just a voice command"? Explore Bitget's three-tier product architecture and four layers of security to see how AI is reshaping the crypto asset trading experience.
Frank
Pump.fun has entered the billion-dollar club. How much business does the "MEME ATM" still have left?
Pump.fun has surpassed $1 billion in cumulative revenue, firmly holding the top spot in the Solana MEME market. This article provides an in-depth analysis of the current status of leading platforms such as Pump.fun and GMGN, revealing that the MEME market is rapidly concentrating towards leading players, resulting in an increasingly differentiated industry landscape.
Frank
The "marking the boat to find the sword" style of cryptocurrency price prediction has become popular, highlighting the practical logic and flaws of metaphysical prophecies.
Are the "marking the boat to find the sword" style price predictions that frequently go viral on social media actually helping the market identify the stage, or are they just packaging noise as prophecy?
Frank
Deconstructing the OpenClaw wealth-generating mystery: Everyone's "raising lobsters," but how are others making money?
Deconstructing the OpenClaw Wealth-Making Mystery: Amid the nationwide "lobster farming" craze, who is truly making money? PANews provides an in-depth analysis of five money-making logics, revealing the winners behind the scenes who consistently profit from the traffic.
Frank
OpenClaw, a crayfish-themed platform, has enriched model companies and cloud vendors. Will it become the next big thing in the AI ​​era?
This open-source AI agent framework, nicknamed "Crayfish" because its icon resembles a crayfish, is entering the public eye through a new type of "ground promotion." Behind this frenzy, is it the prelude to the AI ​​agent era, or just another bandwagon effect destined to end?
Frank
Exchanges are giving "crayfish" (traders) a skill tree; is Openclaw going to leave human traders in the dust?
The core question facing users is: Are agent-based transactions really reliable?
Frank
On-chain tracking of Polymarket's Khamenei betting operations: 521 addresses precisely positioned, a few entities precisely targeted.
Polymarket's prediction market is embroiled in an $81.6 million settlement dispute stemming from Khamenei's resignation contract. PANews tracked 521 suspicious addresses, uncovering insider trading and massive profits, and exploring the challenges of determining wrongdoing and systemic predation in decentralized markets.
Frank
When even popular video editors can engage in insider trading, Kalshi's fine exposes a dark side of the prediction market.
PANews analysis revealed that in the Polymarket contract for the second season of MrBeast's reality show "Beast Games," the odds of the final champion being won were pushed up to 94% by funds three weeks before the season ended, exhibiting textbook-level insider trading characteristics.
Frank
Less than 1 cent could cripple millions in liquidity; an order attack could deplete Polymarket's liquidity foundation.
A single on-chain transaction of less than $0.10 can instantly wipe market-making orders worth tens of thousands of dollars from Polymarket's order book. This is not a theoretical deduction, but a reality that is happening right now.
Frank
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