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110010.art(ificial intelligence)
AI products, research, and launches — clustered and ranked, not just re-blogged.
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Research

Oct 9
9d ago AI4Fire evaluates large language models on wildfire tasks with and without grounding arXiv cs.CL → story
9d ago Back in style: a sociolinguistic approach to authoring and measuring persona fidelity in user simulation arXiv cs.CL → story
9d ago Beyond Owls: Subliminal learning can transfer learned capabilities and backdoors arXiv cs.LG → story
9d ago Beyond the ergodic wall: a discrete geometric physics sandbox for analyzing AI scaling limits and complexity collapse arXiv cs.LG → story
9d ago Can a System-One LLM perform knowledge tracing when few or no learners are logged? arXiv cs.CL → story
9d ago Clarify, then focus: statement normalization for conversation analytics at scale arXiv cs.CL → story
9d ago Clinician use of language models differs from how the models are evaluated arXiv cs.CL → story
9d ago Cognitive Thermometers: machine learning and logical complexity arXiv cs.CL → story
9d ago Conversational task disambiguation over tabular data: leakage-aware formulation, benchmark suite, and training arXiv cs.LG → story
9d ago Coverage-aware reasoning with medical tokens for diagnosis prediction arXiv cs.LG → story
9d ago Coverage, not difficulty, determines how much synthetic data an activation probe needs arXiv cs.LG → story
9d ago D-SLR decomposes a matrix into disjoint row-sparse and low-rank components with a closed-form solution. arXiv cs.LG → story
9d ago Diffu-LoRA: a novel low-rank adaptation for personalized diffusion models arXiv cs.CL → story
9d ago Exact SO(3)-equivariant isotropic kernels for rotation-robust neural dynamics arXiv cs.LG → story
9d ago Explaining the saliency map sparsity of adversarially-trained neural networks arXiv cs.LG → story
9d ago Grammar concept annotation at scale: deployed fine-tuned small language models outperform prompted frontier models arXiv cs.CL → story
9d ago How many repeated pairwise comparisons are needed for ranking under heterogeneity? arXiv cs.LG → story
9d ago LadderEdit compresses each LoRA adapter after acquisition with a low-rank sketch to enable memory-efficient lifelong editing of LLMs arXiv cs.CL → story
9d ago Lapras: latent reasoning for time series language models arXiv cs.CL → story
9d ago Large Language Model–assisted preparation of Transportation Management Plans using WisDOT WisTMP system arXiv cs.CL → story
9d ago Leakage-controlled multimodal learning for diagnosis and progression prediction in Alzheimer's disease research arXiv cs.LG → story
9d ago Learning infinite context windows in recurrent architectures via spatial neural computing arXiv cs.LG → story
9d ago Local prototype reconstruction for text-compatible speech-to-LLM bridge pretraining arXiv cs.CL → story
9d ago Long-term memory for AI: a 50M-token window is faster and cheaper than recompute arXiv cs.CL → story
9d ago Lossy compressive text autoencoders learn a residual downscaling/upscaling architecture with a residual low-dimension discrete bottleneck. arXiv cs.CL → story
9d ago MemoWM proposes memory allocation based on world models to compress retained information and reconstruct omitted content for long-term agents. arXiv cs.LG → story
9d ago NEMORA: Neural Equivariant Multipole Operators for long-range atomistic learning arXiv cs.LG → story
9d ago Null-space-aligned merging for collaborative knowledge editing to update large language models without sharing raw edits arXiv cs.CL → story
9d ago Nullify: null-space activation steering for training-free LLM unlearning arXiv cs.LG → story
9d ago Phase-HDC replaces optimizer history with gradient thresholds in discrete phase learning arXiv cs.LG → story
9d ago Privacy leakage from MoE router telemetry reveals whether an input was used to fine-tune a deployed model arXiv cs.LG → story
9d ago Prompts versus rules: auditing and controlling speech naturalness behaviors in voice user simulators arXiv cs.CL → story
9d ago PXtal: learning to align powder X-ray diffraction and crystal structures under information asymmetry across modalities arXiv cs.LG → story
9d ago RAG-Stress: probing the limits of evidence reliance in retrieval-augmented generation arXiv cs.CL → story
9d ago Routed sparse autoencoders disentangle linguistic and paralinguistic information in self-supervised speech encoders using route-specific supervision and cross-factor adversaries arXiv cs.CL → story
9d ago Sample-Efficiency of Kolmogorov-Arnold Networks arXiv cs.LG → story
9d ago Self-organization from constrained geometric radiation in coupled metric evolution systems; simulations reveal a four-stage cycle of stress accumulation, super-exponential radiation, chaotic collapse, and convergence to a fractal limit cycl arXiv cs.LG → story
9d ago SFT-as-context mitigates forgetting in supervised fine-tuning arXiv cs.CL → story
9d ago Sparse attention is matrix approximation, not choosing from a bag of values arXiv cs.CL → story
Oct 8
9d ago Universities should prepare for a near future in which AI is smarter than humans in many aspects of intellectual work, says Sasha Rakhlin. MIT News (AI) → story

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