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ai

Artificial Intelligence (AI) in the cryptocurrency field typically refers to the use of machine learning and data analysis techniques to optimize the performance, security, and efficiency of blockchain networks. AI can be used in areas such as the automated execution of smart contracts, transaction pattern recognition, market forecasting, and risk management. By analyzing large amounts of data, AI can provide more accurate market insights and decision support, thereby increasing investment returns and reducing operational risks. The combination of AI and blockchain is expected to drive innovation and development in decentralized applications (DApps).
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first_img PewDiePie stated that OpenAI banned his account twice, creating an uncensored model Ajax

YouTuber PewDiePie stated in his latest video that his account was banned twice by OpenAI while training the small local AI model Ajax. He mentioned that he originally hoped to distill reasoning tokens from OpenAI's flagship model GPT-5.6 Sol, released on July 9, and find a study that utilized OpenAI's own API to crack encrypted reasoning content. He claimed that he did not actually crack OpenAI but was still banned, and after appealing, his account was restored after some time.After the account was restored, he used Sol again to generate seed data and was subsequently banned for the second time. OpenAI's terms of service prohibit the development of competing models using its outputs. Ajax is a 9 billion parameter model built on Alibaba's open-source model Qwen 3.5, which will run in PewDiePie's free self-hosted AI application Odysseus launched in June, and it is not yet available for download.To prevent Ajax from being censored, he used the open-source tool Heretic to remove the model's built-in refusal mechanism, a technique known as abliteration. He stated that Ajax suffered a bit of brain damage as a result, but it has about a 90% success rate in tasks like organizing the inbox and browsing the web, and he continues to train it using the GRPO method. He mentioned that when choosing which refusal behaviors to remove, he draws the line at harming others or harming himself.

first_img Cathie Wood: Investors should pay attention to the capital flow of AI agents

ARK Invest CEO Cathie Wood stated at a summit hosted by Robinhood in Houston that investors have traditionally "followed developers" to gauge technological trends, but now they may need to "follow agents." The AI agents she refers to are software that can perform tasks on behalf of humans, rather than just answering questions or generating text. This statement came towards the end of a discussion on AI, private markets, and technology investments.As AI agents shift from answering questions to executing operations and spending funds, the type of financial infrastructure they will use has become a focal point. SharpLink co-CEO and former BlackRock digital asset head Joseph Chalom believes that the financial system used by AI agents should not be controlled by a few banks or tech companies. He cited the example of authorized agents booking hotels, pointing out that users should be able to set spending limits, revoke authorizations at any time, and view the agents' transaction records. Additionally, users should be able to transfer the agents' identities, financial information, and permissions between different financial service providers, similar to mobile number portability.Chalom believes that open blockchains like Ethereum can provide a universal financial network for different agents, applications, and companies to use collectively, eliminating the need for each AI company to build its own closed payment system. A report from BlackRock in September also noted that AI agents could create new demands for machine-oriented payment systems, such as payment API calls, purchasing data, or renting computing power, with stablecoins and blockchain being one of the viable solutions. Coinbase's x402 is designed to enable machines to pay for online services like data or APIs.

first_img Arrakis: On-chain dollar yield RWA buyers primarily use crypto-native funds

On-chain liquidity protocol Arrakis Finance released a study tracking the on-chain buying records of 10 tokenized dollar yield products, using Ethena's sUSDe as a benchmark. The study covered 71,697 buyers with a total buying amount of 91.3 billion dollars. Of the 12.4 billion dollars in categorized demand, about two-thirds came from protocols and DAO treasuries, while the remainder came from individuals, exchanges, market makers, and crypto funds, with no purchases clearly traceable to traditional financial institutions such as pensions, asset management firms, or banks.Wallets with single purchases of 1 million dollars or more accounted for about 4% of buyers but held approximately 93% of the funds; among them, 2,586 buyers contributed over 90% of the nominal purchase amount. The median purchase amount for institutional buyers of Centrifuge's JAAA was about 29.1 million dollars, nearly three times that of the next product. About 80%, totaling 17.4 billion dollars, was settled in USDC, while USDT accounted for about 4.4 billion dollars, almost all of which was used for syrupUSDT. Primary subscriptions were the main pathway, with secondary market purchases accounting for less than 6%, and only sUSDe had 55% obtained through decentralized exchanges.The median first activity time for buyer wallets concentrated around mid-2024, described as new entrants of crypto-native funds. By time zone, Europe, the Middle East, and Africa accounted for 42%, Asia-Pacific for 40%, and the Americas for 18%. After tracing back two hops for 5.17 billion dollars of unmarked institutional-level funds, exchange sources accounted for 40% (Binance 1.12 billion dollars, Coinbase 970 million dollars), DeFi native funds accounted for 38%, and another 22% could not be identified.

first_img Canadian Prime Minister Carney established the National Artificial Intelligence Committee

On October 2, Canadian Prime Minister Mark Carney announced the establishment of the Prime Minister's National Artificial Intelligence Advisory Council in Ottawa, which will provide independent and pragmatic advice on Canada's artificial intelligence transformation. The council will bring together stakeholders from the public and private sectors to provide input on the evolution of the AI for All national strategy, covering areas such as accelerating adoption, nurturing national leading enterprises, building sovereign artificial intelligence infrastructure, enhancing AI safety, protecting democracy, and ensuring that all Canadians benefit.Council members include Ajay Agrawal, Yoshua Bengio, Sanja Fidler, John Graham, Gillian Hadfield, Jordan Jacobs, Eric Lamarre, Valérie Pisano, Senator Thomas Pitfield, Jody Thomas, Louis Vachon, Michelle Zatlyn, and of course, Patrick Pichette as a member. The council is supported by a small team from the Privy Council Office, while policy decisions and implementation remain the responsibility of the relevant ministers and departments.Carney stated that the prosperity and sovereignty of the artificial intelligence era belong to countries that can build, adopt, and govern artificial intelligence according to their own conditions, and the council will provide recommendations on how to manage risks, seize opportunities, and improve the lives of all Canadians.

first_img Galaxy: Polymarket 69.2% retail account loss

Galaxy Research released a report titled "The Behavior of Polymarket Traders," with data compiled by Stork, based on approximately 2.9 million retail accounts defined by trading frequency on the Polymarket international platform. The report states that since its launch in 2020, the platform has facilitated 1.27 billion orders, involving 3.07 million wallets, with a nominal amount of 82.8 billion USD. 125,429 accounts that placed more than 50 orders on active days were excluded, accounting for 4.1% of accounts but contributing 80.8% of orders and 41% of nominal trading volume.The report shows that 69.2% of retail accounts are below breakeven, with total losses of 338.9 million USD. The median retail account lost about 3 USD, with half of the accounts falling between -36.64 USD and +0.40 USD. The proportion of accounts that did not trade again within 30 days after a loss is 15.2%, while after a profit it is 6.1%. The excluded automated accounts collectively made a profit of 246.8 million USD. The median position for profit-makers is 13.96 USD, while for loss-makers it is 10 USD.44.1% of traders concentrated over 60% of their activity on a single theme. Sports specialists account for 47% of all specialists, with a profit ratio of 25.1%, the lowest among all themes; technology and science specialists have a profit ratio of 41.2%. The report covers the entire history of the international platform and mentions that the platform will introduce taker fees in early 2026. At a price point of 50 cents, crypto market takers pay 1.75 USD for a position of 100 shares or 50 USD, accounting for approximately 3.5% of the invested capital.

first_img Coinbase obtains ADGM license to build a tokenized securities hub

The cryptocurrency exchange platform Coinbase has obtained a Financial Services License (FSP) issued by the Financial Services Regulatory Authority (FSRA) of the Abu Dhabi Global Market (ADGM). This license allows it to arrange investment transactions and provide custody for tokenized securities. Coinbase describes this license as the regulatory foundation for its international tokenization hub and the first of its two major non-U.S. institutional businesses established in the UAE, the other being its derivatives business in Dubai.According to the scope of the license, the FSP covers the arrangement and custody of tokenized stocks fully backed by underlying shares. Holders of digital securities can gain economic exposure such as dividends, while voting rights and redemption rights are subject to the conditions outlined in each prospectus. Coinbase states that investors only need a crypto wallet to trade, and secondary transfers do not require a brokerage account or banking relationship, but redeeming profits for fiat currency still requires a bank or brokerage account.Brett Tejpaul, Co-President of Coinbase Institutional: Currently, there is no major financial center that has established a framework that simultaneously regards tokenized stocks as securities, blockchain-native tokens, and composable DeFi assets. Arvind Ramamurthy, Chief Market Development Officer of ADGM, stated that the Coinbase hub reflects the center's progressive, robust, and internationally aligned regulatory framework. The FSRA issued its first virtual asset rules in 2018, which include protective measures such as sanctions screening and the ability to freeze or seize assets at the wallet level. ADGM applies English common law, and the FSRA's authority differs from that of the UAE Securities and Commodities Authority; registered entities do not automatically obtain a passport in other Gulf Cooperation Council jurisdictions.
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