News linked to both this project and an event.
Odaily Odaily News: A recent report released by Gate Research Institute, titled "Research and Backtesting Analysis of BTC Trading Framework Based on Multi-Agent LLM," points out that compared to a single LLM directly generating trading signals, the Multi-Agent LLM architecture more closely mirrors the research and investment process of real financial institutions. By leveraging collaboration and debate among analysts, researchers, traders, and risk control teams, it enhances the transparency and risk control capabilities of trading decisions. The research, based on the TradingAgents framework, constructs an AI trading system applicable to the crypto scenario for the BTC market, introducing multiple agent roles such as technical analysis, news analysis, sentiment analysis, and macro/on-chain analysis.Using BTC/USDT 1-hour data, the study conducted historical backtesting of the TradingAgents-BTC strategy. The results show that the strategy achieved a total return of +20.25% during the testing period, significantly outperforming the Buy & Hold strategy's -7.89% over the same period. Furthermore, its maximum drawdown was controlled at -17.41%, lower than the Buy & Hold's -27.06%. The research suggests that during periods of consolidation and decline, the multi-agent framework can reduce some risk exposure through Sell/Underweight and Flat states, and re-enter long positions during market rebounds, thereby improving overall risk-adjusted returns.The report indicates that the Multi-Agent LLM framework shows certain application potential in crypto trading scenarios. However, the current backtesting period covers only about three months, and 1-hour level trading may still be affected by transaction fees, slippage, and signal latency. Future work requires further validation of the strategy's stability and generalization capabilities over longer historical periods, different market conditions, and across a wider range of asset classes.
According to Cointelegraph, Bitcoin has declined approximately 40% from its all-time high in October 2025, yet long-term valuation models indicate substantial upside potential remains. Based on the “Bitcoin Decay Channel” measurement of long-term trends, Bitcoin’s conservative year-end price range has been revised upward to $90,000–$255,000, with the high-end scenario reaching as high as $255,000. This model fits a logarithmic decay trend to historical cycle highs and lows, showing that BTC prices at the peaks of the 2013, 2017, and 2021 cycles all approached the upper channel boundary, while bear market bottoms fell near the lower boundary. Analyst Sminston stated that Bitcoin remains within a historic, long-term upward channel and noted that the price range for 2027 could further expand to $128,000–$308,000.
According to on-chain analyst Yujin (@EmberCN), the address gammafund.eth—suspected to belong to investment fund Gammafund—redeemed 5,555 ETH (worth approximately $12.53 million) from ether.fi about six hours ago and transferred the funds to Binance. This address had purchased 11,215 ETH at an average price of ~$1,999 per ETH in March this year, for a total value of roughly $22.42 million. Based on the cost basis of the portion just transferred, the unrealized profit amounts to approximately $2.87 million. Additionally, around 5,500 ETH from this address remains in pending redemption status and is expected to be fully redeemed next week.
Alberta Investment Management Corporation (AIMCo), a Canadian asset management institution, disclosed that it purchased approximately 1.38 million shares of Strategy (MSTR) in the first quarter, with an investment amount of about $172 million.Based on the current stock price of approximately $175, the market value of this position has risen to about $241 million, resulting in an unrealized gain of roughly $69 million. AIMCo's average cost basis for the position is approximately $125 per share.AIMCo previously held shares of the company from 2019 to 2020 and liquidated its position shortly after the company pivoted to its Bitcoin treasury strategy.
according to on-chain analyst Ai's monitoring, "Set 10 Big Goals First" has stopped out of their position again. Based on the timing of their tweet, the user's BTC long position stop-loss point is estimated to be around $76,061, with a previous entry price of $77,686.5. If the long position is 397.718 BTC, the estimated loss is approximately $646,000; if the long position is 2,759.11 BTC, the estimated loss is approximately $4.485 million.
Evening Trader Group stated that a coordinated wallet cluster has held a significant portion of the SKYAI token supply for nearly a year. Currently, 73 associated wallets collectively hold 299.6 million SKYAI, with a position market value of approximately $69.6 million. Fund flow tracking shows that the cluster gradually accumulated tokens through multiple intermediary wallets, completing its initial position building a year ago via PancakeSwap and centralized exchanges at a price of $0.0399. Based on the current price, the overall return rate is approximately 476%. As of now, no on-chain signals related to token distribution or dumping have been detected.
According to monitoring by the Odaily Seer Prophecy Channel, in the Polymarket prediction event regarding "What will Powell say at the April press conference," the probability of purchasing "Good Afternoon" has risen to 98.3%. As the transaction price is close to 98.3¢, the total trading volume for this event currently stands at $57,749.In related context, Federal Reserve Chairman Powell is about to hold the April monetary policy press conference. As his term is set to expire in mid-next month, this press conference is viewed as a final act of his career. Based on historical precedent, Powell habitually greets the media with "good afternoon" at the start of each press conference. Although the market is currently under pressure from a high-interest-rate environment, bettors have shown extremely high consensus in predicting this customary phrasing.The Odaily Seer Prophecy Channel continues to monitor the prediction market, observing changes before prices are set.
According to Onchain Lens monitoring, a whale deposited 211,694 SOL into Binance today, worth $177,700. The whale withdrew 200,010 SOL from Kraken 11 months ago, when it was worth $353,900. Based on current prices, the whale is facing a loss of $17.62 million.
According to on-chain analyst Yujin (@EmberCN), Tether—the issuer of USDT—recently withdrew 951 BTC (worth approximately $70.47 million) from Bitfinex to its BTC reserve address. This batch of Bitcoin was purchased in Q1 this year using 15% of the company’s profits. Tether’s BTC reserve address currently holds a total of 97,141 BTC, valued at approximately $7.2 billion, making it the world’s fifth-largest BTC wallet. Based on the price at the time of withdrawal, its average acquisition cost is approximately $51,312 per BTC, with an unrealized profit of roughly $2.175 billion.
Crypto analyst Ali published a detailed analysis on X, arguing that rather than debating whether Bitcoin has hit its bottom, market participants should focus on whether the current volatility represents a “generation-defining entry opportunity.” Based on long-term trend lines, on-chain liquidity, and cost distribution metrics, Ali delineates the core “value range” for this cycle. On the support side, the UTXO Realized Price Distribution (URPD) shows a significant concentration of coins in the $63,111–$70,685 range, forming the current primary support zone; if price breaks below $63,111, the market may enter a liquidity vacuum. From a long-term perspective, Bitcoin is approaching the key upward trend line from the past decade (approximately $56,000–$60,000), a level historically associated with accumulation phases preceding major rallies.