In 2026, AI has fully transitioned from being a 'concept' to becoming 'infrastructure.' From Seedance 2.0 generating stunning visuals for the CCTV Spring Festival Gala, to robots sharing the stage, to AI-driven interactive segments, the viral buzz across the internet proves one thing: this is the year AI achieves large-scale implementation, the first year of 'AI+'. The quant trading space is no exception. Not embracing AI+ is basically equivalent to voluntarily giving up the window for excess returns. Our core advantages in AI-driven quant trading: 1. Proprietary multimodal financial large models, not generic API wrappers: Deep integration of tick-level order books, on-chain flows, social media sentiment, macro high-frequency data, and alternative datasets to achieve end-to-end alpha discovery. While others are still relying on prompts to query large models, we’re continuously fine-tuning our own models. 2. Ultra-low latency real-time inference + online learning: Inference latency <10ms, supporting tick-level decision-making and daily fine-tuning. Designed for the high-volatility, fast-rotation markets of 2026, with significantly better win rates and Sharpe ratios for high-frequency/ultra-high-frequency strategies. 3. AI-native risk control upfront, not rule-based afterthoughts: Multi-agent systems simulate stress in real-time, monitor crowded trades and factor resonance, and require main strategies to pass a 'risk control vote' before execution. In past extreme market conditions, our drawdowns were far below the industry average. 4. Strategy iteration speed 3–5x faster: Automated backtesting → AI intelligent scoring → automated experimentation → launching at least 1–2 tradable new alpha variants every week. Capturing the window means capturing returns. To sum it up: while others are still debating 'whether to adopt AI,' we’re competing on 'how to turn AI into alpha’s nuclear engine.' Even the Spring Festival Gala ad slots in 2026 are dominated by AI, and the 'ad slots' for excess returns in quant trading are no different—AI+ quant is the only way to secure your place.