Hypothesis Markets for Science

Projection: AlphaEvolve allocates search through automated scores; PaperBench decomposes uncertain research replication into evaluable work. Scientists and agents might similarly allocate experimental budgets across competing hypotheses using forecasts and evidence updates. The market remains speculative until calibrated allocations outperform conventional review on prospective information gain without gaming the evaluator.