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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

Aug 28
18d ago Differentially private inference-time alignment via calibrated noise to reward scores arXiv cs.LG → story
18d ago Distributed training across WANs uses an active network with multicast replication and in-line FPGAs to aggregate traffic. arXiv cs.LG → story
18d ago EduRiskX: a neuro-symbolic framework with F-logic reasoning for early academic risk prediction arXiv cs.AI → story
18d ago EEG-to-Report: a browser-based annotation and feature-text framework for training language models on clinical EEG arXiv cs.AI → story
18d ago ElementCheck: a complexity-aware framework verifies long-form outputs via sentence elements instead of uniform sub-claim decomposition arXiv cs.CL → story
18d ago Equitable low-carbon mobility: fairness-aware demand prediction for expanding bike-sharing systems arXiv cs.LG → story
18d ago Evaluating language models in realistic conversational contexts arXiv cs.CL → story
18d ago FedCMAPSS: a benchmark for federated learning in remaining useful life estimation arXiv cs.LG → story
18d ago FIRSTPASS: a multi-domain, multi-round peer review dataset grounded in real editorial outcomes arXiv cs.CL → story
18d ago GROUND: Reducing hallucinations in LLM-based enterprise analytics through governed semantic definitions arXiv cs.AI → story
18d ago High probability derivative bounds for random tanh neural networks on a hypercube arXiv cs.LG → story
18d ago Interpretable, fairly evaluated automated L2 speaking assessment that beats the single-human ceiling and why pause encoding does not change LLM fluency scores arXiv cs.CL → story
18d ago Invocation-level reliability of tool-using agents; study measures correct-invocation rate distinguishing tool choice vs. argument errors across five open-weight models on multi-step tasks arXiv cs.AI → story
18d ago Knowledge Cards: Structured knowledge for AI systems arXiv cs.AI → story
18d ago Large models for battery prognostics and health management: a review and future roadmap arXiv cs.AI → story
18d ago Latent Diagnostic Taxonomy: a framework for constructing classifiers and diagnosing their decisions, applied to prompt injection detection arXiv cs.LG → story
18d ago LLMs for academic workflows: evaluation of literature reviews generated with short and long context windows of LLMs arXiv cs.AI → story
18d ago LLMs used to automate extraction of model-relevant information for a systematic literature review of disease spread models; study compares LLM pipeline against human SLR. arXiv cs.AI → story
18d ago Model can abstain from uncertain answers using its own unlabelled confidence signals arXiv cs.CL → story
18d ago Muon with finite Newton-Schulz: the smoothing benefit in nonsmooth nonconvex optimization arXiv cs.LG → story
18d ago NeoTriFuse: reliability-aware multimodal fusion for neonatal mortality risk prediction under missingness heterogeneity arXiv cs.LG → story
18d ago NeuronFuzz: Safety neuron guided fuzzing for LLM safety evaluation arXiv cs.LG → story
18d ago On-device energy forecasting accuracy can cause net energy loss due to inference energy and battery dynamics; paper quantifies the Accuracy-Efficiency Paradox. arXiv cs.AI → story
18d ago Operational fingerprints of LLM cloud services learned from production incident metadata via OpEmbed arXiv cs.LG → story
18d ago PICasso: an AI-assisted framework for automated synthesis, verification, and optimization of photonic integrated circuits from natural-language specifications arXiv cs.AI → story
18d ago Position Is All You Need: A Free Lunch Token Compression Strategy for MLLM-based Referring Expression Segmentation arXiv cs.CL → story
18d ago Predicting quantifiability from primary screens to prioritize dose-response profiling arXiv cs.LG → story
18d ago Pruning binarized neural networks: a dedicated framework and globally weighted algorithms arXiv cs.LG → story
18d ago Recipes for steering and scaling LLMs via sampling arXiv cs.CL → story
18d ago Refusal is not robustness: auditing confident fabrication in large language models on a provably uninformative clinical pain speech transcript arXiv cs.AI → story
18d ago Relational Hypergraph Transformer (RHT) introduced as unified architecture for multi-table learning in relational data arXiv cs.AI → story
18d ago Reward-informed sparse autoencoders and the solution-completeness confound arXiv cs.CL → story
18d ago Safety-gated multimodal AI backend for mental-health support Anian uses hierarchical state representation, conservative risk fusion, and controlled generation arXiv cs.AI → story
18d ago SAREF-based ontology for distributed AI workflows across the edge-fog-cloud continuum arXiv cs.AI → story
18d ago Selection bias correction in retail inflation estimation across data-generating processes; a simulation study comparing correction methods across four scenarios arXiv cs.AI → story
18d ago Shared actors need not share critics; value mismatch across environments in parallel reinforcement learning arXiv cs.LG → story
18d ago SLM-conditioned hierarchical relation routing for labeled property graph learning arXiv cs.LG → story
18d ago Speaking up through an embodied virtual proxy in co-located discussion; SecondVoice enables users to voice hesitant points via a mixed-reality system arXiv cs.AI → story
18d ago Standalone LLM and a pre-specified agentic pipeline for explaining ICU mortality predictions; a feasibility study on the eICU demo dataset arXiv cs.AI → story
18d ago Subgraph filtering for fair graph neural networks arXiv cs.LG → story

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