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[Post] Artificial Intelligence(AI) Malfunction Cases and Response Strategies
Generative AI technology enhances productivity, but also exacerbates social trust crises, leading to negative effects such as the digital divide, over-reliance, and criminal abuse. To restore trust, it is necessary to combine Web 3.0 technology, policies, and education to build a people-centered AI ecosystem.
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Techub News Report, according to Google Finance data, US stock futures for cryptocurrency concept stocks are mixed, with: MSTR up 0.64%; COIN down 0.36%; HOOD down 1.74%; SBET up 0.30%; BMNR up 1.23%; CRCL down 1.13%.
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The Rise of Intent Economy: Shifting from Capturing Behavior to Managing "Goals"
The article discusses the concept of the "Intent Economy," emphasizing that systems treat user intent as the primary input to simplify interactions between users and the system. Traditional systems rely on user behavior, leading to complex operation processes, while intent-based systems directly receive user goals and automatically optimize execution paths. In this way, users make requests, and systems compete to fulfill them without cumbersome choices and operations, improving efficiency and user experience. This change has significant impacts on market structure, competition methods, and how users utilize the internet.
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US SEC delays approval of PENGU and T. Rowe cryptocurrency ETFs
The U.S. Securities and Exchange Commission has extended the deadline for decisions regarding the listing of Canary Pudgy Penguins and T. Rowe Price crypto ETFs. Meanwhile, the NYSE has proposed rule amendments, planning to introduce standardized options for the Grayscale CoinDesk Crypto 5 ETF, and is seeking public comments.
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PENGU-1,94%
BTC-0,22%
ETH0,13%
SOL2,14%
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Techub News reports that, according to The Block, Tether froze over 182 million USDT across five wallet addresses on Tron on January 11. These freezing actions occurred on the same day, with individual wallet balances ranging from approximately $12 million to $50 million. The Block has contacted Tether for comment regarding the specific reasons behind the freezes.
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Techub News reports that the Polycule trading bot project based on Polymarket is suspected of a Rug pull. The team previously claimed to have been hacked, resulting in $230,000 of user funds being lost. The bot is currently offline, and patching and auditing work will be completed before the weekend, but affected users still cannot withdraw their funds.
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Is the personal carbon asset boom coming? Digital RMB takes the lead through "Carbon Inclusiveness" to seize the market first
Written by: Liang Yu
Edited by: Zhao Yidan
At the beginning of 2026, a seemingly simple feature launch has sparked dual attention in the fields of fintech and green finance. According to the message released by the Digital Renminbi Operation and Management Center, to enrich the application of digital renminbi in the "green finance" scenario, the Digital Renminbi App has officially launched the "Carbon Inclusive" mini-program service, which has been rolled out first in Shanghai.
After users activate this service, carbon points generated from green travel activities such as taking the subway and riding shared bikes will be automatically accumulated and can be exchanged for digital renminbi. The first batch of platforms connected includes Shanghai Metro's official app Metro Dàdūhuì, Hello Chuxing, and T3 Chuxing.
This is not just a simple "green points exchange." In the recently released "Shanghai Carbon Market Comprehensive Deepening Reform Action Plan (2026–2030)," it explicitly proposes to "explore individual participation in carbon trading."
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TradingBaseAI Column | Why the real importance is not "whether to trade" but "how to participate in the market"
In the market, many discussions seem diverse and varied,
but essentially, they all revolve around one question:
"How can I trade better?"
Therefore, people continuously improve skills, learn methods, and study strategies.
But a more fundamental question is often overlooked:
What "approach" are you using to participate in this market?

1. Trading results are often determined by the "entry method" from the start

Many people attribute failures to:
ineffective strategies
poor judgment
improper execution
But in the long run, what truly affects the outcome is not a single operation,
but the long-term approach you adopt to participate.
Is it based on personal judgment?
Is it based on temporary decisions?
Or is it based on a system that can be repeatedly executed?
Different approaches,
the upper and lower limits of results, are different from the very beginning.

2. Personal trading approach is fundamentally highly dependent on "state"
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IDN Network successfully completes the Hong Kong Wealth Management Summit itinerary
IDN Network, as an infrastructure builder at the Hong Kong Wealth Management Summit, delved into the integration of Web3 and real-world finance, focusing on network stability and long-term strategic planning, and promoting the gradual integration of Web3 into the mainstream financial system. This participation marks its transition from a blockchain project to an important role in financial infrastructure.
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The Identity Crisis and Governance Paradox of Bitcoin
Bitcoin is facing an identity crisis, with intense debates surrounding its purpose: is it electronic cash, a settlement layer, or data storage? The tension between different visions reveals governance challenges. Issues such as block size, spam, and others affect decentralization and censorship resistance, and a balance must be found among various interests in the future.
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BTC-0,22%
BCH-4,93%
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Techub News: Swedish publicly listed company H100 Group announces signing of a letter of intent to acquire Future Holdings AG, a Bitcoin treasury company headquartered in Switzerland.
BTC-0,22%
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Techub News Report, Australian asset management company Monochrome disclosed data showing that as of January 9, its Bitcoin spot ETF Monochrome Bitcoin ETF (stock code IBTC) holdings increased to 1183 coins.
BTC-0,22%
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BlackRock New Year Report: Stablecoins Expected to Reshape Financial Markets; Ethereum Settlement Layer's Leading Position Difficult to Shake
BlackRock states in the "2026 Global Outlook" that stablecoins are integrating into mainstream payment systems, becoming a bridge between traditional finance and digital finance. As regulation and market size expand, the application of stablecoins continues to deepen. In institutional selection, Ethereum has become the core foundational layer due to its ecological advantages, despite facing challenges from native currency shocks and issuer risks.
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ETH0,13%
SOL2,14%
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Techub News reports that, according to Cointelegraph, ITC Crypto founder Benjamin Cowen recently shared viewership data for various cryptocurrency YouTube channels, with views dropping to the lowest level since January 2021.
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