» Tag
language-models
5 posts«August 2026
Sparse Policy Selection in RL for LLM Reasoning, Not Capability Learning
Reinforcement learning enhances LLM reasoning by focusing on sparse policy selection rather than teaching new capabilities.
GLM-5.3 arrives with advanced cyber capabilities and finds vulnerability in Cursor
Z.ai's GLM-5.3 model has launched, finding a serious vulnerability in Cursor and showcasing advanced cybersecurity capabilities.
No cloud, no GPUs: Liquid AI's LFM2.5-2.6B model empowers edge devices
Liquid AI introduces LFM2.5-2.6B, a model that runs on local hardware without cloud or GPU dependencies.
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commitbrief.comPrompt Injection: Threats and Solutions in Engineering
Prompt injection is a structural flaw threatening the security of language models. Solutions for developers are discussed.
Previous-Token Prediction Based LLM Near-Exact Prompt Reconstruction
A new approach for prompt reconstruction in LLMs using previous-token prediction is introduced.