Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence
Apodex proposes AI benchmarks built around extended, verifiable investigations rather than fixed prompt-answer tests.
The paper describes a “heavy-duty solver” setup: a foundation model with tools, harnesses, control policies, feedback, and recorded trajectories. Its initial release draws from 423 real-world problems and selects 20 tasks across surveyed industries. The authors report gains in AAV capsid design and biomedical drug repurposing when models operate inside task-specific environments. HF Daily Papers' note
The paper describes a “heavy-duty solver” setup: a foundation model with tools, harnesses, control policies, feedback, and recorded trajectories. Its initial release draws from 423 real-world problems and selects 20 tasks across surveyed industries. The authors report gains in AAV capsid design and biomedical drug repurposing when models operate inside task-specific environments. HF Daily Papers' note
score 5