Companies are pouring billions into AI — a new field tries to measure what they get back

A new field called "tokenomics" has emerged to measure the return on investment from artificial intelligence spending. Companies are struggling to assess whether billions poured into large language models and AI infrastructure are delivering tangible business value. Analysts are developing new metrics to evaluate the effectiveness of these massive outlays.