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Researchers at the Chinese People's Public Security University have developed an AI algorithm to track Bitcoin money laundering, achieving an overall accuracy rate of about 90%

Researchers at the Chinese People's Public Security University have developed an AI framework capable of detecting illegal cryptocurrency transactions with an overall accuracy rate close to 90%. The study was published in the Chinese peer-reviewed journal "Journal of Intelligence," and the corresponding author, Dr. Sun Jingchao (specializing in criminal investigation and cybersecurity), noted that the research "provides an accurate, scalable, and interpretable solution for detecting illegal cryptocurrency transactions," and offers "an innovative technical path" for regulatory agencies to combat illegal cryptocurrency transactions and economic crimes.This AI framework utilizes memory modules and large language models, specifically targeting the anonymity and cross-border characteristics of cryptocurrencies to track illegal activities such as money laundering. The release of this research coincides with China's ongoing efforts to intensify the crackdown on financial crimes related to cryptocurrencies. In March of this year, the Supreme People's Procuratorate of China disclosed that by 2025, procuratorial authorities had prosecuted 3,259 individuals for money laundering crimes involving virtual currencies and underground banks.As the trading volume of cryptocurrencies rapidly increases, their anonymity and cross-border characteristics provide a channel for illegal fund flows. This police-developed AI detection tool marks a shift in regulatory technology from passive tracking to proactive intelligent identification.

Claude discovered vulnerabilities in the encryption algorithm, posing a theoretical threat to post-quantum security

Anthropic announced that the Claude Mythos Preview model has made breakthroughs in cryptographic research, discovering improved attack methods against the post-quantum digital signature candidate HAWK. HAWK is a post-quantum signature candidate solicited by NIST to combat quantum computer attacks, which has already passed two rounds of expert review. However, Claude reduced the effective key strength of HAWK-256 from 2^64 to 2^38 in just 60 hours, significantly lowering the theoretical cost of cracking. HAWK has not yet been deployed in practice, and this attack currently does not affect any production systems.Claude also discovered an improved attack against 7-round AES, achieving a speed increase of 200 to 800 times. During the research process, Claude independently completed literature reviews, mathematical reasoning, and experimental validation with limited guidance from cryptographers. The HAWK attack took about 60 hours and had an API cost of approximately $100,000; the AES attack was completed independently by Claude, which generated about 1 billion tokens before proposing core innovative ideas. Anthropic researchers then spent hundreds of hours validating the results. Anthropic stated that AI models can now help identify significant flaws in cryptographic algorithms, and the cryptography community may face bottlenecks similar to those in the software vulnerability field—AI-generated research results far exceed human verification capabilities. Anthropic has collaborated with academic institutions to launch the CryptanalysisBench benchmark and coordinated disclosures with NIST authors and government partners. The research team has achieved preliminary results on algorithms such as LEA and Serpent-128. Anthropic warns that as AI capabilities improve, actual attacks against deployed systems may be discovered in the future, necessitating the establishment of response mechanisms in advance.

Bitget CEO elaborates on Bitget's RWA strategy and reveals plans to continue expanding asset categories

Bitget CEO Gracy Chen recently elaborated on Bitget's strategic layout in the field of tokenized assets during an online AMA titled "The Future of RWA" hosted by Reality. She revealed that since proposing the Universal Exchange (UEX) strategy in early 2025, Bitget has been accelerating its evolution from a traditional crypto exchange to a platform covering all categories of assets. During a meeting with the COO of BlackRock, she introduced the "10% Vision": it is expected that by 2030, approximately 10% of global financial assets will exist in tokenized form. Currently, the penetration rate of tokenized stocks is only 0.01%, indicating a significant incremental space in traditional financial markets, which is precisely the trend that Reality is built upon.Gracy summarized "why now" as the convergence of five major trends: stablecoins have become a global settlement channel, especially in regions where fiat currencies are weak, creating demand for dollar-denominated investment products; there is a surge in user willingness for diversified asset allocation; blockchain performance, custody, compliance, and market maker systems are maturing; regulatory frameworks in the US, Europe, and Hong Kong are moving from ambiguity to structured clarity; and the market's demand for capital efficiency is driving the release of new liquidity in tokenized assets.When discussing the pain points of the tokenized stock market, Gracy stated that some existing issuers often cause a deviation between the token price and the underlying asset price when handling corporate actions such as dividends and stock splits. The Reality platform is focused on addressing this issue by strictly aligning the Net Asset Value (NAV), supporting the mapping of dividends and corporate actions, and enhancing the consistency between tokenized assets and the real underlying assets. She also revealed that Bitget will continue to expand asset categories and further improve the UEX Universal Exchange ecosystem.

Solana officially stated that it will vigorously promote the construction of fully on-chain perpetual contracts, aiming to become the world's strongest on-chain financial derivatives infrastructure

Solana's official announcement "Building Fully On-Chain Perpetual Contracts on Solana" aims to vigorously promote the ecological construction of fully on-chain perpetual contracts (Perps) in the future, with the goal of making Solana the world's strongest on-chain financial derivatives infrastructure. Currently, the trading volume of crypto derivatives is mainly concentrated on centralized trading platforms or hybrid models that rely on off-chain matching engines, which Solana believes is a transitional phase. It hopes to make a truly fully on-chain derivatives market a reality through the characteristics of high-performance blockchain—where all processes such as order submission, price updates, matching, and clearing are completed on-chain, while maintaining institutional-level speed and low costs.The Solana Foundation will provide funding, technical support, and resource allocation, focusing on supporting projects that meet the following criteria: fully on-chain execution, price discovery based on real bilateral liquidity (rather than purely pool pricing), Solana priority with revenue flowing back on-chain, teams with derivatives experience, and core code being open source. It also welcomes the co-construction of surrounding infrastructure such as front ends, aggregators, vaults, and market-making tools.
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