[Summary] 2026-05-11 23:00 Beijing Time Number of this session: 9 The following are system notifications consolidated within the cycle (buy and sell signals are still sent separately). For research only, not investment advice. AI Briefing: [Overview] UTC 2026-05-11 15:00 On-the-hour briefing, 1-hour K-line. In the past 24 hours, BTC and ETH slightly declined, XRP led the gains with about 1.85%. All target signals are neutral, execution layers have not been suppressed, and the system recommends holding. The overall signal strength is relatively weak, with most targets having medium or low confidence, indicating the model lacks a clear bias on the current direction. [Per Target] BTCUSDT current price 80947.1, 24h change -0.57%. System overall score -4, neutral direction, medium confidence. Buy threshold 51, sell threshold -35, current score has not reached any thresholds. Historical samples (n=578) show an average positive return of about 0.031%, but the hit rate for direction is only 48.1%, slightly below random levels, indicating limited predictive ability of the model. ETHUSDT current price 2316.91, 24h change -1.31%. System overall score -10, neutral direction, medium confidence. Buy threshold 17, sell threshold -53, score is far from the sell threshold. Historical samples (n=576) show an average return of -0.0095%, with a direction hit rate of 39.8%, indicating the model performs weakly on this target and downward risk should be noted. SOLUSDT current price 95.16, 24h change +0.66%. System overall score 6, neutral direction, high confidence. Buy threshold 51, sell threshold -35, score is far from the buy threshold. Historical samples (n=576) show an average positive return of about 0.027%, but the direction hit rate is only 38.8%, suggesting a gap between high confidence and low hit rate, raising doubts about the reliability of the model signals. BNBUSDT current price 656.2, 24h change +0.12%. System overall score 36, neutral direction, medium confidence. Buy threshold 49, sell threshold -29, score is close to the buy threshold but not triggered. Historical samples (n=576) show an average positive return of about 0.016%, with a direction hit rate of 44.6%, indicating relatively balanced performance. XRPUSDT current price 1.4712, 24h change +1.85%. System overall score 29, neutral direction, medium confidence. Buy threshold 51, sell threshold -43, score is in the middle range. Historical samples (n=576) show an average return close to zero (0.00055%), with a direction hit rate of 41.8%, indicating the model lacks effective judgment of recent trends for this target. DOGEUSDT current price 0.10969, 24h change +0.53%. System overall score -31, neutral direction, low confidence. Buy threshold 55, sell threshold -35, score has reached the sell threshold zone. Historical samples (n=576) show an average positive return of about 0.048%, but volatility (0.99%) is the highest among all targets, with a direction hit rate of 46.1%. Low confidence combined with high volatility indicates higher risk. ADAUSDT current price 0.2805, 24h change -0.36%. System overall score 11, neutral direction, high confidence. Buy threshold 55, sell threshold -23, score is in the middle range. Historical samples (n=577) show an average positive return of about 0.031%, with a direction hit rate of 44.8%. Similar to SOL, high confidence but the hit rate is not significantly above 50%, indicating an information gap. For research only, not investment advice.