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Opinion The oracle was attacked due to context pollution, causing deviations in prediction results. The team promises full compensation to affected users and has identified and fixed the pollution source to improve AIOracle's accuracy and self-correction capabilities.

PANews January 1 News, according to Jin10 reports, DeepSeek has released a new paper proposing a novel architecture called Manifold-Constrained Hyperconnection (mHC), aimed at addressing issues such as training instability and limited scalability caused by the disruption of identity mapping properties in hyperconnection (HC) technology. The architecture restores the identity mapping characteristic by mapping the residual connection space of HC onto a specific manifold, while combining rigorous infrastructure optimization to ensure efficiency, achieving significant performance improvements and superior scalability. DeepSeek anticipates that mHC, as a flexible and practical extension of HC, will contribute to a deeper understanding of topological architecture design and point to promising directions for the evolution of foundational models. The paper is authored by Zhenda Xie, Yixuan Wei, Huanqi

B7 Capital announces the completion of the first phase fund raising of $100 million, launching the investment operation of a crypto asset quantitative strategy master fund, with a focus on various types of quantitative strategies to achieve steady returns. The company's core team has a strong background and will deepen quantitative research and expand ecological partnerships.

MetaMask announced that due to AI oracle being affected by contextual pollution, the settlement results were biased. The team has fully compensated the affected users, fixed the issue, and optimized AI accuracy. In the future, review mechanisms will be added, and community governance will be introduced.

PANews January 1 News, according to CryptoSlate, the Ethereum network performed strongly in 2025, handling a record-breaking volume of transactions and dominating the DeFi market (mainnet TVL share of 64%). However, ETH prices fell by 10% throughout the year to below $3000, decoupling from network activity. Ethereum actively reduced transaction fees through technical upgrades to promote L2 network growth and expand the entire ecosystem, leading to a significant decline in mainnet revenue. In 2025, L2 total revenue dropped by 53% to $129 million, but the fees paid to the mainnet sharply decreased to only $10 million, with L2 operators retaining approximately $119 million in profit. This means the Ethereum mainnet "sacrificed" over $100 million in potential revenue (about a 1.0% decrease compared to 2024).

In 2025, the US Ethereum spot ETF had a total net inflow of $9.6863 billion throughout the year, with the strongest inflows in summer. By the end of the year, outflows increased, and monthly fund flows showed fluctuations, exhibiting obvious seasonality.

BlockBeats News, January 1 — Despite a market correction at the end of 2025, American investors injected approximately $31.77 billion into crypto ETFs throughout the year, demonstrating strong institutional demand for allocation. Data shows that spot Bitcoin ETFs remain the main source of funds, with a net inflow of $21.4 billion in 2025, down from $35.2 billion in 2024. The spot Ethereum ETF experienced its first full trading year, attracting $9.6 billion, nearly four times the amount in 2024. Additionally, the spot Solana ETF has seen a total inflow of about $76.5 million since its listing at the end of October. On the issuer side, BlackRock continues to lead the market. Its IBIT Bitcoin ETF saw inflows of $24.7 billion this year, making it approximately the second-largest FBT by scale.

BlockBeats News, January 1st, Bitcoin's closing price in 2025 was lower than at the beginning of the year, marking the first time in history that a year recorded a decline after a halving. This has sparked intense discussions in the market about whether the "Bitcoin four-year cycle" has ended. Although the latest halving occurred in April 2024, BTC previously hit a record high of $126,000 on October 6th, but then experienced a significant correction, currently down over 30% from the peak, with the year's performance weakening. Analysts point out that after the 2012, 2016, and 2020 halvings, Bitcoin reached new highs in the following year, but this pattern has not continued in this cycle. Bitgrow Lab founder Vivek Sen bluntly stated that Bitcoin's decline in the year following a halving means the "four-year cycle is officially dead." Investor Armando Pan

BlockBeats News, January 1st, on-chain data analyst Murphy published an analysis indicating that ancient whales holding ETH with a cost basis below $400 have exhibited specific behavior patterns in this cycle. Currently, ETH held for 5 to 7 years has an average turnover cost of $378. Between 2024 and 2025, whenever ETH's price surpasses the $4000 mark, a large amount of ancient chips will realize profits and cash out. For example, in March 24, holdings held for over 5 years realized $600 million in profit in a single day, and in June, there was a massive profit escape of up to $1 billion. In September 25, holdings held for over 7 years, and in October, holdings held for over 10 years, all cashed out more than $500 million in a single day. After profit-taking by ancient chips, ETH invariably reaches a temporary peak. Since 24 years

NEO founder Zhang Zhengwen calls for attention to continuous development and long-term growth, actively promotes Neo 4 design, advances ecosystem and external collaborations, and is committed to application adoption, aiming to achieve protocol improvements and practical application transformation, emphasizing the importance of long-term cooperation.

Gate News bot message, a whale has capitulated on $PUMP holdings. Six months ago, the whale spent 3M $USDC across 2 wallets to buy 750M $PUMP in the public sale. 1 hour ago, the whale deposited the 750M $PUMP($1.47M) into Hyperliquid. Selling it all would result in a loss of $1.53M(-51%).

PANews January 1 News, according to Onchain Lens monitoring, starting from 2026, a newly created wallet deposited 8 million USDC into HyperLiquid and established multiple long positions:
$XPL and $PUMP: 10x leverage
$MON: 5x leverage
$VVV, $STBL, $STABLE, $IP, $HEMI, $GRIFFAIN, $MAVIA and

Gate News bot message, a hacker gained control of a market maker's accounts on CEX and attempted to move stolen funds by manipulating $BROCCOLI(714). Smart trader Vida(@Vida_BWE) managed to profit $1M from the hacker's operation. The incident occurred approximately 8 hours ago when the hacker gained