Less is More: Recursive Reasoning with Tiny Networks https://github.com/SamsungSAILMontreal/TinyRecursiveModels
Language Models are Injective and Hence Invertible https://huggingface.co/papers/2510.15511
Teaching LLMs to Plan: Logical Chain-of-Thought Instruction Tuning for Symbolic Planning https://arxiv.org/abs/2509.13351
Extracting alignment data in open models https://arxiv.org/abs/2510.18554
RND1: Scaling Diffusion Language Models https://github.com/RadicalNumerics/RND1
CS 329X: Human-Centered LLMs https://web.stanford.edu/class/cs329x
GEPA: System Optimization through Reflective Text Evolution https://github.com/gepa-ai/gepa
LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures https://arxiv.org/abs/2509.14252
Regression Language Models for Code https://arxiv.org/abs/2509.26476
Learning to Reason for Hallucination Span Detection https://arxiv.org/abs/2510.02173
Understanding In-context Learning of Addition via Activation Subspaces https://arxiv.org/abs/2505.05145
Prompt optimization can enable AI control research https://www.lesswrong.com/posts/bALBxf3yGGx4bvvem/prompt-optimization-can-enable-ai-control-research
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