Machine Heart

Oct 16, 2026 · Artificial Intelligence

Apple × CMU: 10× Faster Agent Reasoning by Turning Generation into Multiple Choice

Apple and CMU researchers introduce SSR, a framework that replaces free-form reasoning in multimodal search agents with selection from six predefined reasoning options, cutting per-step latency over 90% while matching task success rates across seven benchmarks.