The results showed that The GPT Investor had a total return of 11.54% (CAD $658.20), outperforming $SPY which had a return of 8.89% (CAD $507.10). The GPT Investor's return was approximately 29.78% better than $SPY's. When comparing the two LLMs used, GPT-4 had an average return of 15.54%, significantly better than GPT-3.5's return of 6.05%. The author suggests that as LLMs become more powerful, the returns of The GPT Investor should improve further.
Key takeaways:
- The GPT Investor, an autonomous agent powered by Large Language Models (LLMs) like GPT-4, was used to invest in the stock market with the aim of beating the market, specifically the SPDR S&P 500 ETF Trust ($SPY).
- A total of CAD $5,700 was invested across 19 experiments, using platforms like ChatGPT, Godmode, and BabyAGI UI to generate stock recommendations. The GPT Investor recommended 31 stocks in total.
- The GPT Investor achieved a total return of 11.54% (CAD $658.20), outperforming $SPY which had a return of 8.89% (CAD $507.10). This means the GPT Investor's portfolio return was approximately 29.78% better than $SPY's return.
- The GPT Investor used two versions of LLMs, GPT-4 and GPT-3.5, for its experiments. GPT-4 yielded an average return of 15.54%, significantly outperforming GPT-3.5 which had an average return of 6.05%. This suggests that as LLMs become more powerful, the returns of The GPT Investor could improve further.