SoL-Pi cuts agent waste without hiding the evidence
Coding agents burn compute on repeated validations, replayed tool output, stale context, and oversized logs. NVIDIA’s SoL-Pi packages four opt-in mechanisms for Pi, including action fusion, paged observation handles, evidence-preserving log reduction, and context compaction. The important constraint is explicit: original evidence remains recoverable, so efficiency does not come from quietly skipping verification or cutting off the work.