intervention · technical
Deploy frontier AI (structure prediction, candidate screening, trial simulation) inside drug discovery and therapeutic development pipelines targeting neglected infectious disease, antimicrobial resistance, and LMIC-priority therapeutics.
intv_drug_discovery
leverage 0.55
cost: Low billions annually across the pipeline; a fraction of frontier-lab training budgets for comparable wall-clock.
Friction (1 = unblocked · 0 = blocked)
Harm (1 = no harm · 0 = maximum harm)
Suffering reduction (1 = maximum reduction · 0 = no reduction)
The numerator in -suffering EV. Operator-scored expected reduction across each suffering layer. Without this, the tool only scores the costs of deploying; with it, leverage × friction × harm × suffering composes into a real −suffering signal.