Tuning into whispered frequencies: Harnessing Large Language Models to detect Weak Signals in complex socio-technical systems

This study evaluated whether LLMs can support a scaled and systematic analysis of surveyed data about worker adaptive practices, to foster weak signal ID. E.g. can LLMs help identify weak signals from large-scale data. In this case, textual data describing frontline personnel adaptive behaviours during everyday operations. This was obtained via survey. PS. Check out… Continue reading Tuning into whispered frequencies: Harnessing Large Language Models to detect Weak Signals in complex socio-technical systems