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Dissecting X's New Algorithm: The Ultimate Guide to Content Mining in 2026
Author: Bbo I XHunt Operations Team
X (formerly Twitter) is undergoing an unprecedented reshaping of its content ecosystem. If you’ve recently noticed that the recommendation logic in your Timeline has changed, it’s definitely not an illusion.
Elon Musk is reshaping traffic trends with real money, and Twitter’s wages are rising accordingly. Twitter has launched a stunning “Million-Dollar Article Reward Campaign” to incentivize creators who produce in-depth content that resonates across the internet. Shortly after the event was announced, the platform saw its first article with over 160 million views.
What does this mean? It means Twitter is trying to transform the once “short, quick, and emotional” information square into a “deep and high-value” content platform through a dual approach of algorithms and incentives. For CT (Crypto Twitter) creators, the old era of “watered-down traffic” is fading away.
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IOSG: ERC-8004, Ethereum Launches the First Shot in the AI Economy "Trust"
The article discusses the trust issues of AI agents and their solutions, proposing the ERC-8004 protocol, which aims to provide identity, credit scoring, and verification mechanisms for AI agents through blockchain. This creates a decentralized and transparent economic system for AI agents, promoting interoperability of AI technologies. Ethereum hopes to become the infrastructure for this new ecosystem.
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ETH-4,36%
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The Rise and Future of Perp DEX: A Structural Revolution in On-Chain Derivatives
Over the past two years, one of the most important changes in the crypto market has not been a new public chain or a popular narrative, but rather the gradual and continuous migration of derivatives trading from centralized exchanges to on-chain platforms. In this process, Perpetual DEX (Decentralized Perpetual Contract Exchange) has gradually evolved from an experimental product to one of the most valuable tracks within the DeFi ecosystem.
If spot trading is considered the starting point of DeFi, then perpetual contracts are becoming its true "cash flow core."

Why Perp DEX is Rising
In the traditional crypto trading system, perpetual contracts have long been the most important profit source for centralized exchanges. Whether it’s trading fees, funding rates, or additional earnings from liquidations, CEXs almost monopolize the entire derivatives cash flow. For DeFi, this is not a question of “whether to do it”
HYPE-9,33%
DYDX1,09%
GMX1,55%
AEVO0,81%
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Introduction to Cryptocurrency Payment Licensing: Canada MSB
The article discusses the compliance and applicability of Canadian MSB (Money Services Business) in the crypto payment sector. Unlike the US MSB, Canadian MSB is not a low-threshold alternative but a clear long-term compliance choice. Its regulatory framework requires the establishment of AML/CTF systems before launch and ongoing compliance obligations. It is suitable for projects seeking stability and genuine compliance, such as B2B crypto payments and cross-border settlements, but not for projects aiming for rapid deployment. Ultimately, Canadian MSB can encourage project teams to take compliance seriously, thereby achieving stable development.
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Who is your Bitcoin enlightenment—"The Good Wife: Bitcoin Introduction" I bought 1 Bitcoin online
Who was your Bitcoin enlightenment??? "The Good Wife: Bitcoin Introduction" I bought 1 Bitcoin online — Season 3, Episode 13, aired on January 15, 2012:
Alicia: I bought 1 Bitcoin online last night.
Dylan: Really? This is the future.
This was the first time Bitcoin was mentioned in television history, when Bitcoin was only worth $6.75 to $7.
Xu Mingxing watched this TV series and bought Bitcoin, and the wheel of fate started turning......
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Trading Moment: "Sell US" trades trigger gold to hit a new high of $4888, Bitcoin faces short-term divergence, Ethereum faces a battle to defend $2800
Daily Market Highlights and Trend Analysis, produced by PANews.
1. Market Observation
The global financial markets ushered in turbulence on January 20th due to a sharp sell-off in Japan's long-term government bond market. Concerns over Prime Minister Fumio Kishida's expansionary fiscal plans potentially triggering a "Japan Truss Moment" led to a historic surge in Japan's 40-year government bond yields, breaking above 4%. Traders described the sell-off as "crazy," and it quickly propagated through Japan, one of the largest holders of U.S. debt, transmitting pressure to the United States and pushing the 10-year U.S. Treasury yield up to 4.311%. Citigroup issued a warning that volatility in the Japanese bond market could force risk parity funds to sell up to $130 billion worth of bonds in the U.S. market.
As U.S. stocks opened on Tuesday, former President Trump reiterated the need to control Greenland and threatened to impose tariffs on several European countries, which helped release market tensions and triggered a "
BTC-2,12%
ETH-4,36%
SOL-0,96%
XRP-1,19%
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Why does the Meme you buy only keep falling? — Deconstructing the growth spiral and volume of Meme using first principles reasoning
Author: danny
In most people's eyes, Meme coins are irrational celebrations and gambling casinos for fooling around. But from a mathematical perspective, every hundredfold myth is not accidental; it is actually a middle school-level spatial geometry evolution problem.
This article presents a disruptive perspective: the market capitalization of Meme coins is not "rising" but being "supported." The value of Meme can be calculated!
We are accustomed to focusing on the fluctuations along the Z-axis (price height), but we overlook the fact that what determines life and death is the base radius jointly constructed by X (narrative density) and Y (distribution nodes). A Meme with only height and no base is just a very thin "needle" that falls over with a gust of wind; only by continuously expanding the consensus radius can it, under the gravity of capital, support a stable, geometrically growing wealth cone.
Note: This article is a popular science piece on "Financial Physics," and
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Vibe Coding Era: Three Evolutionary Survival Tips for Ordinary People
The article explores the true meaning of Vibe Coding, emphasizing that it is not merely a tool for generating applications, but a way to reshape personal workflows. Vibe Coding helps users break free from dependence on others, improve work efficiency, and leverage AI for mental empowerment to achieve a "self"-driven work model. Ultimately, the inward growth of users and the creation of personalized tools are the core values of Vibe Coding.
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Elon Musk: Don't make analogies, think from first principles!
Elon Musk pointed out in an interview that most people think through "analogies," while he advocates for "first principles," which involves breaking down things from the most fundamental level and reconstructing understanding. Using batteries as an example, he emphasized that by analyzing material costs, many commonly accepted views are actually inaccurate, and innovation should be based on this.
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Last night's and this morning's important news (January 20 - January 21)
Aave total loan issuance approaches $1 trillion
According to official disclosures from Aave, as of January 2026, the decentralized lending protocol Aave has issued a total of nearly $1 trillion in loans since its launch in 2020.
A whale address leverages shorted 6 times in 5 days, earning over $15 million
According to Lookonchain tracking, address 0xD835 deposited $3 million USDC into Hyperliquid five days ago, then fully leveraged shorted and continued to add positions. As the market declined, unrealized gains soared to $15.35 million, with total assets increasing to $18.35 million. Currently, its holdings include 1,667 BTC (approximately $148 million), 45,523 ETH (approximately $135 million), 929,000 HYPE, and 824 XMR, with a total market value exceeding $300 million.
Noble will be delisted from C
AAVE-1,57%
HYPE-9,33%
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While Wall Street is still debating, Digital RMB has already started "giving money" to users.
Author: Nancy, PANews
Historically, in the battle for customer acquisition in finance, "giving users a share of the profits" has always been the simplest and most effective weapon.
More than ten years ago, Yu'e Bao used visible and easily calculable returns to break through ordinary people's understanding of financial products and launched a positive challenge to traditional finance.
A similar game is now being replayed across the ocean. In recent days, Wall Street elites and crypto-native giants have been fiercely contesting the market structure legislation concerning stablecoin yields. One side attempts to safeguard the high walls of traditional finance through regulation, while the other tries to compete for market share with real money.
Turning our gaze back to China, the digital renminbi is undergoing a crucial upgrade. As is well known, over the years of pilot programs, red envelope incentives, scene-based promotion, and policy pushes have been repeatedly attempted, but the digital renminbi has yet to truly enter the homes of ordinary people.
With the launch of Digital RMB 2.0 this year, which now has the ability to generate interest, it has finally provided users with a
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Qiao Wang's Rules for Surviving the AI Era: Hold 40% Cash, Concentrate on Google, Beware of the Crypto Bubble
Podcast Source: Empire
整理 & 编译:Deep潮TechFlow
嘉宾:Wang Qiao
主持人:Jason Yano
Original Title: Claude Opus 4.5’s Breakout Moment & Investing in 2026 with Qiao Wang
播出日期:January 12, 2026
Key Takeaways
This week, Qiao Wang joined the show to discuss how artificial intelligence will redefine what it means to be an investor in 2026. We delved into the breakthrough moment of Claude Opus 4.5, and why Qiao chose to invest
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Stop trying to find the sword on the boat; the current Bitcoin market is not a replay of the 2022 bear market.
Author: Garrett
Translation: Yuliya, PANews
Recently, some analysts have started comparing the current Bitcoin price trend to 2022. Although short-term price patterns may seem somewhat similar, such comparisons are completely absurd in the long run. Whether it’s from long-term price patterns, macroeconomic background, or investor composition and holding structures, the underlying logic has fundamentally changed.
One of the biggest mistakes when analyzing and trading financial markets is focusing only on short-term, superficial statistical similarities while ignoring the long-term, macro, and fundamental driving factors.
A starkly contrasting macroeconomic background
In March 2022, the United States was in a clear high-inflation and rate-hiking cycle, primarily driven by the following factors:
Excess liquidity released during the COVID-19 pandemic.
The outbreak of the Ukraine war, which further fueled inflation.
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Silent Payments: The New Era of Bitcoin Privacy
Author: Area Bitcoin
Compiled by: Felix, PANews
Summary: Silent payments can reduce address reuse and enhance overall privacy.
The privacy of Bitcoin transactions is receiving increasing attention. As the demand for safer and more private on-chain transactions grows, a new proposal has emerged: Silent Payments.
This article will explore what Silent Payments are, their importance to the Bitcoin network, and the structure of Silent Payment addresses.
What are Silent Payments?
Silent Payments are a way to receive Bitcoin that does not reveal your balance or transaction history to anyone who can see your public address.
This concept originates from a proposal called BIP 352, which suggests using reusable addresses in Bitcoin.
Imagine if you want to
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CAKE-3,07%
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PA Daily | NYSE is developing a tokenized securities platform; an IT man's Bitcoin account seized by police in two locations worth over 80 million yuan
Today's News Highlights:
The New York Stock Exchange announces it is developing a tokenized securities platform.
Central Political and Legal Work Conference: Conducting forward-looking research on new issues such as virtual currencies and proactively proposing legislative suggestions.
Supreme Procuratorate: Increasing efforts in anti-money laundering work, focusing on punishing crimes such as using underground banks and virtual currency money laundering.
An IT male Bitcoin account was seized by police in two locations, with a value exceeding 80 million yuan; the case charges have been changed multiple times.
Bermuda announces it will create the world's first fully on-chain national economic system.
Elon Musk: X algorithm has been open-sourced but still requires significant improvements.
YZi Labs launches EASY Residency Season 3 and adjusts to a year-round rolling admission model.
Whale Garrett Jin: The current Bitcoin market is fundamentally different from 2022; it is premature to be bearish at this stage.
Regulation & Macro
Central Political and Legal Work Conference: Conducting forward-looking research on new issues such as virtual currencies.
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In an era of population deflation, the future belongs to "Super Individuals + AI + Web3"
Population deflation impacts economic growth models, leading to a decrease in labor force and content producers, resulting in long-term asset revaluation. AI becomes a solution, replacing human labor and enhancing individual productivity. Web3 reconstructs collaboration, value distribution, and trust mechanisms. In this context, individuals need to adapt to the new environment and leverage AI and Web3 to improve their capabilities.
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