Search papers, labs, and topics across Lattice.
6
0
8
5
FACET achieves unprecedented task synthesis quality by preserving source intent and ensuring executable state consistency, leading to more reliable terminal agents.
Video-DeepResearch shatters the imitation-learning ceiling, achieving a 64% accuracy in complex video-based question answering, far surpassing existing models.
TSD reveals that focusing on just 25% of the data can yield superior performance in robotic manipulation tasks, challenging the notion that more data always leads to better outcomes.
AnimaSpark achieves faster and higher-quality 3D animations by transforming joint movements into a 2D subspace, revolutionizing category-agnostic animation generation.
Unlock long-context reasoning in LLMs by turning agent trajectories into gold-standard QA pairs, outperforming models 8x larger on challenging reasoning tasks.
Even the best LLMs struggle to effectively discover, refine, and reuse skills over a lifetime of experience, suggesting current benchmarks significantly overestimate real-world agentic capabilities.
