Papers
1–3 of 3Research Paper·Mar 3, 2026
Tucano 2 Cool: Better Open Source LLMs for Portuguese
We present Tucano 2, a fully open suite of large language models (LLMs) with 0.5-3.7 billion parameters, designed to address certain gaps in open-source development for Portuguese LLMs. Following our ...
7.0 viability
Research Paper·Jan 20, 2026
Top 10 Open Challenges Steering the Future of Diffusion Language Model and Its Variants
The paradigm of Large Language Models (LLMs) is currently defined by auto-regressive (AR) architectures, which generate text through a sequential ``brick-by-brick'' process. Despite their success, AR ...
3.0 viability
Research Paper·Feb 4, 2026·B2BConsumer
Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents
Uncertainty quantification (UQ) for large language models (LLMs) is a key building block for safety guardrails of daily LLM applications. Yet, even as LLM agents are increasingly deployed in highly co...
3.0 viability