Machine Heart
May 8, 2026 · Artificial Intelligence
How Laser Cuts Token Use by 97% with Probabilistic Superposition for Implicit Multimodal Reasoning
Laser introduces a latent‑superposition paradigm that replaces step‑by‑step token prediction with dynamic windowed alignment, achieving over 97% token‑consumption reduction, new SOTA performance on six visual benchmarks, and improved interpretability for multimodal large models.
ACL 2026Dynamic Window AlignmentLatent Superposition
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