AI + Finance

Financial Analysis and Research:

Recent research from the University of Chicago Booth School of Business tested GPT-4 using standardized and anonymized financial statements, instructing it to analyze and predict future earnings trends. Remarkably, GPT-4 outperformed financial analysts in forecasting earnings changes, even without access to narrative or industry-specific information. The model showed particular strength in interpreting complex financial structures and unusual events, areas where human analysts often struggle.

Beyond its quantitative prowess, GPT-4 also produced valuable narrative insights about a company's future performance. These insights from financial data offered a deep understanding of the company's overall health, market trends, and potential risks.

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4835311

Perplexity for Finance

Claude Financial Data Analyst

A sophisticated Next.js application that combines Claude's capabilities with interactive data visualization to analyze financial data via chat. https://github.com/anthropics/anthropic-quickstarts/tree/main/financial-data-analyst

Mars

MarS is a financial market simulation engine developed by Microsoft Research, leveraging generative foundation models to enhance financial research and applications by simulating market dynamics and enabling customized scenarios for prediction, detection, and strategy optimization tasks.

MarS: Applying generative models to financial marketsMicrosoft Research

https://github.com/microsoft/MarS

TimesFM

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

https://huggingface.co/google/timesfm-2.0-500m-pytorch

Investment Research Tool:

Kensho

https://kensho.com/

Kensho, now owned by S&P Global, builds analytical products used by major financial institutions like Goldman Sachs, Bank of America, Merrill Lynch, and JPMorgan Chase. Their AI tools analyze market data and provide insights for investment decisions.

AI+Finance Tools:

Intellectia AI

https://intellectia.ai/

Intellectia.AI is a pioneering fintech startup that leverages artificial intelligence to provide comprehensive financial market intelligence and investment research tools for global investors.

FinChat

https://finchat.io/

FinChat.io is an AI-powered stock research platform that combines institutional-quality financial data with artificial intelligence to provide comprehensive investment research for global equities.

Alpha Sense

https://www.alpha-sense.com/

AlphaSense is a market intelligence and search platform that uses AI technology to help companies and financial institutions make data-driven decisions by providing insights from a vast array of public and private content, including company filings, event transcripts, news, trade journals, and equity research.

GPT - Financial Statement Analyzer

GPT - Financial Statement Analyzer

https://chatgpt.com/g/g-9P3sIn487-financial-statement-analyzer