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Research

Oct 15

3d ago Beyond aggregate accuracy: tracking item-level transitions in prompt optimization arXiv cs.LG → story

3d ago CAFE: Confining feature distillation to language-routed adapters for compact multilingual ASR lowers word error rate; arXiv:2610.19134 discusses gradient behavior of feature losses. arXiv cs.CL → story

3d ago Caregiver-mediated healthcare prompts AI to please the user at the expense of care; study introduces an evidence-grounded benchmark for AI alignment in caregiving contexts arXiv cs.AI → story

3d ago ClawLoop: Self-improving agents via harness-native training loop arXiv cs.AI → story

3d ago Compiling expert procedures into verified programs: a small model suffices arXiv cs.AI → story

3d ago Conjecture-guided discovery with SCOPE and ClosureBench arXiv cs.AI → story

3d ago Contextual credit policy optimization arXiv cs.LG → story

3d ago Controllable diverse sampling through pullback directions in conditional diffusion models; arXiv:2610.14294v1 investigates increasing visual diversity without extra optimization or sampling overhead. arXiv cs.AI → story

3d ago Copy-Paste Language Models improve training efficiency and downstream performance with a lightweight copy-paste head arXiv cs.CL → story

3d ago Cross-Modal Latent Influence: Patch-Level Training Sample Attribution for Vision-Language Models arXiv cs.AI → story

3d ago Crossing the gender binary: modelling gendered reference in science fiction and general fiction arXiv cs.CL → story

3d ago Data density scaling laws for image self-distillation arXiv cs.LG → story

3d ago DecisionRobust: a benchmark for evaluating robustness of JEV-style decision models across text and vision arXiv cs.CL → story

3d ago Deep generative models for phylogenetic inference with complex evolutionary processes arXiv cs.LG → story

3d ago Definition grounding in theory-level auto-formalization arXiv cs.AI → story

3d ago Discovering undisclosed concepts in LoRA adapters for diffusion-based AIGC models arXiv cs.AI → story

3d ago Do Perturbation Predictors Learn Gene Interactions? Diagnosing extrapolation in agentic screening arXiv cs.LG → story

3d ago Do Vision CIL methods transfer to protein? A diagnostic benchmark of frozen protein encoders arXiv cs.LG → story

3d ago DualView uses broad and output-specific representations for LLM-based multi-output text regression arXiv cs.CL → story

3d ago Echo: error-compensated 4-bit tensor-parallel communication for LLM training and inference arXiv cs.AI → story

3d ago Embedding geometry shapes LLM routing: tracing failure modes and improving generalization arXiv cs.AI → story

3d ago Evaluating large language models for multilingual abstractive summarization: a benchmark on English and Bengali XL-Sum test sets arXiv cs.CL → story

3d ago Following the flow the law requires: training voice agents to transfer to unseen regulated procedures in debt collection arXiv cs.CL → story

3d ago From copying to composition: language models develop in-context learning arXiv cs.CL → story

3d ago Frustratingly easy agentic RAG via portable skills: a case study in customer support arXiv cs.AI → story

3d ago Genesis Steering: better activation steering through training data arXiv cs.LG → story

3d ago Graph coarsening enables escaping local optima in compute-constrained nonconvex MAX-CUT; arXiv:2610.19043v1 investigates CMG-warmed PPR to improve initialization arXiv cs.LG → story

3d ago Graph-based orchestration of heterogeneous AI models using a control node approach for composite AI systems arXiv cs.AI → story

3d ago GroundGUI: GUI grounding with high-quality data and distillation-to-reinforcement learning arXiv cs.AI → story

3d ago Harness^2: recursive agent harnessing for an open world arXiv cs.AI → story

3d ago HERO: Harnessing Evidence for Test-time Refinement and Prompt Optimization in Program Generation arXiv cs.CL → story

3d ago Hierarchical Bayesian deep learning gains via multilevel particle marginal Metropolis–Hastings; authors address joint inference of neural-network parameters and priors to improve uncertainty quantification arXiv cs.LG → story

3d ago HiPPT: physiology-grounded wearable PPG representation learning via multi-scope text alignment arXiv cs.AI → story

3d ago How inner optimizers shape replica scaling arXiv cs.LG → story

3d ago How many ranks does a token need? A noise-floor squelch for rank-one LoRA experts arXiv cs.LG → story

3d ago How to evaluate when you don’t know how to evaluate? Choosing reliable setups for base language model benchmarking arXiv cs.CL → story

3d ago Identity, incentives, and cooperative behavior for AI: reverse-engineering multiagent cooperation arXiv cs.AI → story

3d ago IR-PRM+ with previous-utility prediction achieves constant regret and best-iterate convergence arXiv cs.LG → story

3d ago Lag: A mean-field optimal policy for online assignment with reusable resources arXiv cs.LG → story

3d ago LayerTrim trims redundant decoder MLP features to preserve attention in reasoning language models; announces a training-free structured pruning method for reducing inference costs arXiv cs.LG → story

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