This page shows the most relevant public items for Artificial Intelligence, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.
Paper • Feb 12, 2026 • arXiv • Antonin Sulc
As multi-agent systems evolve into autonomous swarms, debugging failures requires reasoning about knowledge, belief, and obligation. We present Differentiable Modal Logic (DML), implemented via Mod...
Paper • Feb 12, 2026 • arXiv • Wenlong Wang, Fergal Reid
Recent work demonstrates that tiny networks (7M parameters) can achieve strong performance on abstract reasoning through latent recursion. We investigate whether Mamba-2's state space recurrence, i...
Paper • Feb 12, 2026 • arXiv • Xiaoyuan Liu, Tian Liang, Dongyang Ma, Haitao Mi
A fundamental limitation of current LLMs is their stateless, autoregressive nature. They are passive predictors designed to perform sequence completion within an externally-provided context, unable...