Machine Heart

Nov 7, 2026 · Artificial Intelligence

TacitVLA: NVIDIA's Reasoning-Free VLA Cuts Robot Action Latency 3.4x

TacitVLA eliminates reasoning latency in vision-language-action models by training with reasoning supervision but skipping reasoning text generation at inference, achieving comparable success rates with 3.4x speedup across robot manipulation and autonomous driving benchmarks.