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This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world...

If you’ve ever tried to build a agentic RAG system that actually works well, you know the pain. You feed...

The StepFun AI team has released Step-Audio 2 Mini, an 8B parameter speech-to-speech large audio language model (LALM) that delivers...
arXiv:2508.21788v1 Announce Type: new Abstract: Large language models (LLMs) rely heavily on web-scale datasets like Common Crawl, which provides over...
arXiv:2508.21589v1 Announce Type: new Abstract: Supervised Fine-Tuning (SFT) Large Language Models (LLM) fundamentally rely on high-quality training data. While data...
arXiv:2508.21206v1 Announce Type: new Abstract: Autoregressive language models are vulnerable to orthographic attacks, where input text is perturbed with characters...
arXiv:2507.05137v2 Announce Type: replace Abstract: Learning Japanese vocabulary is a challenge for learners from Roman alphabet backgrounds due to script...
arXiv:2406.06464v3 Announce Type: replace-cross Abstract: Deriving personalized insights from popular wearable trackers requires complex numerical reasoning that challenges standard LLMs,...
In this tutorial, we set out to recreate the spirit of the Hierarchical Reasoning Model (HRM) using a free Hugging...








