Your AI, On a Dial: Controlling Investment Bias in LLMs with a Single Neuron
A single dial to make AI lean bullish or bearish on stocks
Researchers found they can control whether an AI recommends buying or selling stocks by tweaking a single neuron—without rewriting prompts or changing the model itself. The adjustment works smoothly across a spectrum from strongly bullish to strongly bearish, and it changes not just what the AI recommends but also which evidence it emphasizes and what information it searches for.
If AI systems increasingly guide real investment decisions, being able to dial their bias up or down matters for transparency and control. Right now, different AI models have hidden preferences that aren't obvious to users. A calibration dial means investors and institutions could explicitly set and audit the AI's stance—or detect when a system's recommendations are being subtly skewed without permission.