https://uncensoredainews.com/news/brain-alignment-scores-persist-without-true-structure-new-preprint-finds-5142026-10-17T13:21:38ZUncensored AI Newsen2026-10-17T13:21:38ZPreprint Questions Brain Alignment and Cross-Lingual Scores in Language Modelshttps://uncensoredainews.com/news/new-wasp-method-lets-ultrasound-models-learn-from-mri-fetal-brain-data-without-paired-scans-4992026-10-17T07:20:08ZUncensored AI Newsen2026-10-17T07:20:08ZWASP Preprint Uses Metadata-Driven Alignment to Transfer Fetal MRI Knowledge to Ultrasound Modelshttps://uncensoredainews.com/news/theory-explains-why-self-distillation-avoids-forgetting-in-llm-continual-reasoning-4932026-10-17T04:18:36ZUncensored AI Newsen2026-10-17T04:18:36ZPreprint Offers Theory for Why Self-Distillation Preserves Knowledge in LLM Continual Reasoninghttps://uncensoredainews.com/news/preprint-explores-data-driven-personas-for-llm-survey-simulation-across-access-regimes-6372026-10-17T01:17:38ZUncensored AI Newsen2026-10-17T01:17:38ZarXiv Preprint Studies Data-Driven Personas for LLM Survey Simulationhttps://uncensoredainews.com/news/task-phase-expert-routing-fails-as-quantization-guide-for-moe-models-14852026-10-16T19:16:11ZUncensored AI Newsen2026-10-16T19:16:11ZTask-Phase-Conditioned Expert Routing Is Not a Reliable Proxy for MoE Quantization Sensitivityhttps://uncensoredainews.com/news/pretrained-linear-structure-predicts-generalization-after-fine-tuning-14722026-10-16T16:14:50ZUncensored AI Newsen2026-10-16T16:14:50ZLinear Readability in Pretrained Models Predicts Generalization After Fine-Tuninghttps://uncensoredainews.com/news/how-can-llms-learn-personalized-preferences-with-very-few-user-examples-4872026-10-16T13:13:39ZUncensored AI Newsen2026-10-16T13:13:39ZPreprint Explores Collaborative Initialization for Personalized LLM Alignmenthttps://uncensoredainews.com/news/preprint-probes-llm-self-awareness-of-quantization-using-neurological-analogy-4842026-10-16T10:12:37ZUncensored AI Newsen2026-10-16T10:12:37ZarXiv Preprint Examines Whether LLMs Can Detect Their Own Quantization Degradationhttps://uncensoredainews.com/news/dynamic-scaling-fails-in-recurrent-state-quantization-for-linear-attention-and-ssm-llms-9632026-10-16T04:09:33ZUncensored AI Newsen2026-10-16T04:09:33ZScale-State Feedback Causes Recurrent Quantization Failure in Linear-Attention and SSM LLMshttps://uncensoredainews.com/news/ind-eval-benchmark-highlights-domain-alignment-needs-for-industrial-time-series-models-9482026-10-16T01:08:40ZUncensored AI Newsen2026-10-16T01:08:40ZIND-Eval Preprint Introduces Domain-Focused Benchmark for Industrial Time Series Modelshttps://uncensoredainews.com/news/dangerlens-reveals-hidden-hazardous-concepts-persist-after-safety-alignment-10282026-10-15T22:07:54ZUncensored AI Newsen2026-10-15T22:07:54ZDANGERLENS Preprint Probes Hidden Hazardous Representations After Safety Alignmenthttps://uncensoredainews.com/news/meta-releases-muse-spark-open-816b-open-weight-multimodal-model-for-coding-agents-10592026-10-15T19:05:14ZUncensored AI Newsen2026-10-15T19:05:14ZMeta Releases Muse Spark Open: 816B Open-Weight Multimodal MoE Modelhttps://uncensoredainews.com/news/natscale-contrast-calibration-improves-mixed-precision-moe-quantization-10202026-10-15T16:04:11ZUncensored AI Newsen2026-10-15T16:04:11ZNatScale: Contrast Calibration Improves Mixed-Precision MoE Quantization