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  1. Machine Learning Tech Brief By HackerNoon
  2. Can ChatGPT Outperform the Market? Week 25
Can ChatGPT Outperform the Market? Week 25

Can ChatGPT Outperform the Market? Week 25

Machine Learning Tech Brief By HackerNoon · Jan 20, 2026

In its final week, a ChatGPT-managed stock portfolio pivots from high-risk bets to a balanced strategy to preserve capital and capture upside.

AI Fund Manager Diversifies by Investment Thesis, Not Just by Stock Ticker

The AI's portfolio construction goes beyond simple asset diversification by intentionally balancing three distinct investment theses: a de-risked 'anchor' (Mist), an asymmetric 'moonshot' (SLS), and a valuation-driven 'rebound' (JSPR). This strategy diversifies risk across different potential paths to success.

Can ChatGPT Outperform the Market? Week 25 thumbnail

Can ChatGPT Outperform the Market? Week 25

Machine Learning Tech Brief By HackerNoon·a month ago

AI Portfolio Manager Shifts from Aggressive Growth to Capital Preservation in Final Phase

Nearing the end of a six-month experiment, the ChatGPT-managed portfolio pivoted from high-risk, single-catalyst bets to a balanced, risk-controlled setup. The primary goal is now to preserve gains and limit downside, demonstrating a dynamic strategy that adapts to the experiment's timeline.

Can ChatGPT Outperform the Market? Week 25 thumbnail

Can ChatGPT Outperform the Market? Week 25

Machine Learning Tech Brief By HackerNoon·a month ago

AI Stock Picker De-Risks 'Moonshot' Bets by Trimming to a Zero Cost Basis

To manage a highly binary stock ahead of trial results, the AI trimmed its position by 62%, leaving shares with a near-zero cost basis. This tactic, known as playing with 'house money,' preserves exposure to massive potential upside while making a negative outcome manageable and non-existential to the portfolio.

Can ChatGPT Outperform the Market? Week 25 thumbnail

Can ChatGPT Outperform the Market? Week 25

Machine Learning Tech Brief By HackerNoon·a month ago