Meituan Technology Team
Jan 29, 2026 · Artificial Intelligence
How LongCat‑Flash‑Thinking‑2601 Achieves Real‑World Generalization for Agents
LongCat‑Flash‑Thinking‑2601, a 560‑billion‑parameter MoE model, combines environment expansion, multi‑environment RL, systematic noise training, a heavy‑thinking reasoning mode, and Zigzag sparse attention to deliver strong benchmark performance and robust real‑world agent capabilities.
Environment ExpansionLarge Language ModelNoise Robustness
0 likes · 14 min read