AhaSignals Laboratory — an independent, distributed research lab focused on AI-mediated human cognition and financial signal discovery

SIGNAL OVER NOISE.

In an age of information overload, we research the mechanisms that help humans extract meaningful signals from noise. Our work spans two domains: understanding how AI can enhance human cognition through binary feedback systems, and discovering alpha signals in financial markets through AI-mediated analysis.

AI + Psychology

Exploring how AI-mediated binary feedback systems create cognitive offloading opportunities, reduce decision entropy, and generate positive psychological outcomes.

AI + Finance

Investigating how AI systems can identify "aha alpha" — actionable financial signals that emerge from pattern recognition in market data and behavioral analysis.