Our CTO Joe Wang, as a Sony researcher, presented the first LLM agent work in keyword generation at COLING 2025—'On-the-Fly Keyword Generation' introduces autonomous AI agents that dynamically adapt to market trends, revolutionizing digital advertising.

Our CTO Joe Wang, as a Sony researcher, presented 'Auto-bidding in Real-Time Auctions via Oracle Imitation Learning' at KDD 2025, introducing a novel framework that significantly improves auction efficiency and ROI through oracle-guided policy learning.

Recent regulatory updates from financial authorities worldwide are reshaping how AI systems can be deployed in trading and investment management.

Analysis of current market trends in quantitative trading, including the rise of machine learning algorithms and their impact on market liquidity.

New research demonstrates how advanced AI systems can predict and mitigate financial risks with unprecedented accuracy in real-time trading environments.

Financial institutions are adopting new ethical guidelines for AI deployment, focusing on transparency, fairness, and accountability in automated decision-making.

Latest research shows that neural network-based trading systems outperform traditional quantitative strategies by 15-20% in volatile market conditions.