AI Investment Frontier Wealth AI Needs a Portfolio Rationale Engine BCG's same-day wealth-management report shows AI moving from advisor productivity into portfolio rationales, monitoring, and compliance workflows.
AI Investment Frontier LLM 预测需要记忆防火墙 A newly posted SSRN paper quantifies look-ahead bias in GPT-4 financial forecasts, showing why investment AI evaluation needs point-in-time memory controls.
AI Investment Frontier LLM Forecasting Needs a Memory Firewall A newly posted SSRN paper quantifies look-ahead bias in GPT-4 financial forecasts, showing why investment AI evaluation needs point-in-time memory controls.
AI Investment Frontier 智能体交易：为什么 LLM 交易智能体需要证据账本 《Agentic Trading: When LLM Agents Meet Financial Markets》显示，LLM 交易智能体在进入生产信任之前，需要证据账本、真实成本、执行语义和可复现评估。
AI Investment Frontier Agentic Trading: Why LLM Trading Agents Need an Evidence Ledger The arXiv paper “Agentic Trading: When LLM Agents Meet Financial Markets” shows why LLM trading agents need reproducible evidence ledgers, realistic costs, and auditable execution semantics.
AI Investment Frontier 气候 Alpha 需要异构天气模型 A new SSRN paper uses machine learning to estimate firm-level weather impacts and finds investor underreaction around earnings. The useful lesson is not a climate trade, but a better event-risk architecture.
AI Investment Frontier Climate Alpha Needs Heterogeneous Weather Models A new SSRN paper uses machine learning to estimate firm-level weather impacts and finds investor underreaction around earnings. The useful lesson is not a climate trade, but a better event-risk architecture.
AI Investment Frontier AI Alpha 仍需通过治理测试 Mercer's new asset-management survey shows AI adoption is real, but return attribution is still scarce. The builder lesson is to instrument governance before claiming alpha.
AI Investment Frontier AI Alpha Still Has to Pass the Governance Test Mercer's new asset-management survey shows AI adoption is real, but return attribution is still scarce. The builder lesson is to instrument governance before claiming alpha.
AI Investment Frontier GenAI 风险正在成为横截面测试 A new SSRN paper turns GenAI risk into an asset-pricing question: firms may be punished differently by adverse AI news depending on whether they have real implementation exposure.
AI Investment Frontier GenAI Risk Is Becoming a Cross-Sectional Test A new SSRN paper turns GenAI risk into an asset-pricing question: firms may be punished differently by adverse AI news depending on whether they have real implementation exposure.
AI Investment Frontier 数据质量是智能体投资的护城河 A fresh Clarity AI workflow note shows why agentic investment systems will be judged less by chat fluency and more by access, provenance, freshness, and methodology.
AI Investment Frontier Data Quality Is the Agentic Investing Moat A fresh Clarity AI workflow note shows why agentic investment systems will be judged less by chat fluency and more by access, provenance, freshness, and methodology.
AI Investment Frontier 风险模型需要瞬态因子 A new arXiv paper from Stanford and BlackRock researchers shows a practical way to extend an existing equity risk model with short-horizon statistical factors learned from realized returns.
AI Investment Frontier Risk Models Need Transient Factors A new arXiv paper from Stanford and BlackRock researchers shows a practical way to extend an existing equity risk model with short-horizon statistical factors learned from realized returns.
AI Investment Frontier LLM 选股预测需要摩擦测试 A recent hedge-fund-oriented review of LLM stock forecasting argues that the hard problem is not only prediction, but leakage control, market frictions, liquidity, and workflow robustness.
AI Investment Frontier LLM Stock Forecasting Needs a Friction Test A recent hedge-fund-oriented review of LLM stock forecasting argues that the hard problem is not only prediction, but leakage control, market frictions, liquidity, and workflow robustness.
