What Can AI Do in Trading?
Pattern recognition, research assistance, automation and monitoring.
Read article →FIELD 02
AI Quant
AI applications, backtesting, overfitting, data bias and risk control.
TOPIC LIBRARY
Topic articles and learning content
Build knowledge and risk boundaries before methods, tools and practice.
Machine-learning Basics
Features, labels, training, validation and evaluation.
Read article →What Is Backtesting?
Understand the value and limits of historical validation.
Read article →Overfitting and Leakage
Why attractive backtests may fail in live conditions.
Read article →Automation Is Not Guaranteed Profit
Technology reduces execution friction but does not remove market risk.
Read article →AI Risk Controls
Model failure, bad data, latency and safety thresholds.
Read article →RELATED INSIGHTS
Related Insights
Daily Market Brief · 2026.10.11
Market Liquidity and Structural Evolution: A One-Year Retrospective on the 10/10 Flash Crash
TIANYUE Financial Business Academy Daily Market Brief: Examining market conditions one year after the 10/10 flash crash, analyzing liquidity repair in major assets, structural risks in altcoins, and the latest regulatory and security developments.
Read article →Special Insight · 2026.10.10Special Insight: Tokenized Deposits and AI-Agent Payments — Technical Innovation and Compliance Challenges
TIANYUE Financial Business Academy examines the recent technical trial by HSBC and Ant Digital exploring AI-agent payments using tokenized deposits. This insight analyzes the potential of tokenized money in real-time settlement, automated micropayments, and the evolving regulatory landscape.
Read article →Daily Market Brief · 2026.10.10Global Market and Digital Asset Daily Brief: Regulatory Frameworks, Custody Standards, and Compliance Ecosystems
TIANYUE Financial Business Academy presents the Daily Market Brief for October 10, 2026. Today's coverage focuses on the SEC's proposed crypto custody framework for registered funds, the CFTC's moves to regulate event contracts, and the broader institutional evolution of compliance and security in digital assets.
Read article →Special Insight · 2026.10.09The Tokenization Wave: Evaluating Market Structure Opportunities and Macro Liquidity Risks
An in-depth analysis of Wall Street's push into real-world asset tokenization, examining efficiency gains alongside systemic risks highlighted by international regulators.
Read article →Daily Market Brief · 2026.10.08Cross-Asset Liquidity Integration and Digital Asset Developments: Banking Explorations, Enterprise Payments, and Regulatory Evolution
TIANYUE Financial Business Academy Daily Market Brief examines the deepening convergence between traditional financial institutions and digital asset infrastructure, enterprise stablecoin integration, and global regulatory updates.
Read article →Daily Market Brief · 2026.10.07Daily Market Brief: Cross-Asset Macro Sentiment and Digital Asset Custody Evolution
TIANYUE Financial Business Academy Daily Market Brief: Tracking global macro developments, traditional institutional integration, digital asset custody frameworks, and compliant capital flows on October 7, 2026.
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