MyToken data monitoring shows that on 【June 21st, 11:12】 (Beijing Time), an address starting with 【0xb0a2】 transferred 【87233126.1 USDT】 to an address starting with 【0xdac1】, with a total value of approximately 【87.13 million】. Real time monitoring of large transfers：https://www.mytokencap.com/large-transfers/

According to Bijie.com, Cai Yunda, Senior Principal Engineer of AI at Tesla, pointed out that while it's commonly believed that 99% of the work in machine learning projects involves training, the actual time spent on model parameter training is only 2%. In contrast, 50% of the effort is spent on evaluation and testing, 40% on data cleaning, and the remaining 8% on system integration. Cai emphasized that data cleaning and evaluation determine the limits of what AI can learn. If the original data is vaguely defined or the labels are contradictory, noise is introduced at the source. No amount of algorithmic magic or parameter tuning techniques can eliminate background noise because the model cannot correct its own errors; the final accuracy limit depends entirely on the amount of effective information in the data itself. To ensure consistent data standards from the source, Cai stated that he re-examines the definitions and classification systems of data concepts daily, even repeatedly reviewing historical labels. Many practitioners agree, pointing out that whether it's the rule setting for reinforcement learning or the precise labeling for model fine-tuning, the performance of AI is ultimately determined by data quality and evaluation level, not the model architecture itself.

Token | Trading Volume 【BTC】2.02 billion 【UNI】125.66 million 【SPX】1.34 million 【PI】1.20 million 【WLD】615.72 million 【NEAR】180.53 million 【AXS】29.61 million 【GWEI】2.62 million 【DCR】233,813.24 【OKB】13.96 million

According to CoinWorld, former OpenAI researcher Will Depue claimed that China has complete control over all of OpenAI and Anthropic's GitHub codebases and internal documents, and boasted that he wouldn't be surprised to see stolen architectures in Chinese open-source models. Lacking empirical evidence, Depue claimed these judgments stemmed from conversations with security researchers, accusing outsiders of overestimating the defenses of cutting-edge labs. These remarks quickly became a laughing stock in the AI community. AI scholar Nathan Lambert criticized cutting-edge labs for frequently making self-serving pronouncements, pointing out that technology transfer relies on the flow of talent in Silicon Valley and the lack of non-compete clauses, and that their true core advantage lies in computing power and engineering resources. AI researcher Elie Bakouch ironically remarked that all cutting-edge labs today also possess the technical reports and models of DeepSeek, Kimi, GLM, and MiniMax, satirizing US cutting-edge labs for referencing Chinese open-source achievements while simultaneously indulging in persecution fantasies.

According to Odaily Planet Daily, Mainstreet's monitoring shows that the USD-pegged algorithmic stablecoin Main Street USD (MSUSD) has de-pegged, currently trading at $0.36, a 64.1% drop in the last 24 hours. Mainstreet responded that assets remain fully backed, and the recent closure of the third-party proof-of-reserve dashboard does not indicate a reduction in assets or a deterioration in portfolio quality, but rather an infrastructure and reporting issue. Due to the offline proof-of-reserve page, oracles supporting the Morpho market are expected to suspend operations within the next 24 hours, leading to accelerated liquidation of leveraged revolving lending users and a significant increase in borrowing rates. Mainstreet stated that its primary goal is currently to protect NAV and maximize protocol liquidity, while continuing to prioritize protecting user funds, maintaining net asset value, and restoring normal market operations as soon as possible.