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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 8
9d ago Universities should prepare for a near future in which AI is smarter than all of us in many aspects of intellectual work, says IDSS director Sasha Rakhlin MIT News (AI) → story
10d ago Humanize: Judgement engineering for agentic coding arXiv cs.AI → story
10d ago HydroSphere: a governed, self-healing framework for real-time water quality monitoring, forecasting, treatment optimization, and fault recovery arXiv cs.LG → story
10d ago Justice after identity: large language models and the view from everywhere arXiv cs.AI → story
10d ago LASER: latent space adjoint matching for support-constrained entropy-regularized offline RL arXiv cs.LG → story
10d ago Learning to report unsafe tasks in a multi-agent game arXiv cs.AI → story
10d ago Leveraging LLM-generated explanations for detecting emotionally rewritten fake news arXiv cs.CL → story
10d ago LLM-guided spatio-temporal graph node generation for forecasting unobserved node states arXiv cs.LG → story
10d ago LRCC: generalizing low-rank compression with conditional computation arXiv cs.CL → story
10d ago MoE pretraining reduces all-to-all overhead by correlating placement and token shuffling; expert parallelism cuts collective costs on multi-GPU clusters. arXiv cs.CL → story
10d ago Multi-objective aligned small language model framework for SUD patient dialogue generation arXiv cs.CL → story
10d ago Neighborhood smoothing for calibration improves train-time calibration by encouraging similar predictive distributions across neighboring samples in representation space. arXiv cs.LG → story
10d ago Not every call needs a frontier model; per-call-site evaluation of small language models in a deployed agentic home-automation system arXiv cs.AI → story
10d ago OnlineQAT: on-policy distillation for ultra-low-bit large language models arXiv cs.CL → story
10d ago Persona Hierarchy Model explains contextual generalization in fine-tuning LLMs; arXiv 2610.09384v1 arXiv cs.CL → story
10d ago QuanLing: cross-branch validation of language distance quantification on western romance arXiv cs.CL → story
10d ago REFIT: recognize, fix, and test wearable sensor placement shifts without labels. arXiv cs.LG → story
10d ago Removing information content does not certify tamper resistance in open-weight models arXiv cs.LG → story
10d ago Route-Verify-Vote: procedure-conditioned self-consistency for mixed-domain reasoning arXiv cs.AI → story
10d ago Sequential probabilistic uncertainty estimation for parallel multi-agent reasoning systems arXiv cs.AI → story
10d ago Serving-context nondeterminism in text classifiers arXiv cs.CL → story
10d ago Shared-roadmap generation and evaluator for multi-agent path planning using heterogeneous Graph Neural Network arXiv cs.AI → story
10d ago Sigma-Hunter: a domain-adapted LLM for Sigma rule generation and threat hunting arXiv cs.AI → story
10d ago sk-bench introduces a native-first Slovak benchmark for evaluating large language models, including 30 datasets across ten skill categories and Slovak-adapted evaluation resources arXiv cs.CL → story
10d ago SNR-Gated LSTM-Conditioned diffusion model for MIMO channel estimation arXiv cs.LG → story
10d ago Socio-Foundation: a model for generalizable individual behavior simulation via hierarchical capability distillation arXiv cs.AI → story
10d ago SPIN: Shadow Predictive Indexer reduces indexer overhead in sparse attention via history-based KV block prediction arXiv cs.LG → story
10d ago Steering Follows Geometry, Not Labels: Emotion Directions in a Full-Duplex Speech Model arXiv cs.CL → story
10d ago Task-oriented key-layer KV communication for efficient latent multi-agent collaboration arXiv cs.LG → story
10d ago Temporal and disease-specific predictors of depression outcomes after mindfulness interventions, beyond baseline severity. arXiv cs.LG → story
10d ago The best optimizer depends on batch size. arXiv cs.LG → story
10d ago The cost of long memory: state, context, and stability complexity in sequence models arXiv cs.LG → story
10d ago Tiny-scale Chinese BERT pretraining: a controlled comparison of MLM, WWM, and MacBERT strategies arXiv cs.CL → story
10d ago Tokka-Bench evaluates tokenizers across 100 natural languages and 20 programming languages using five metrics arXiv cs.CL → story
10d ago ToolRACER: a synthetic conversation resource for training and evaluating robust agentic agents arXiv cs.CL → story
10d ago Transferability and operational reliability of a Prithvi crop classification foundation model under phenological and geographic shift across three continents arXiv cs.LG → story
10d ago U-space: uncovering when and why uncertainty arises in language models arXiv cs.CL → story
10d ago Using AI to mitigate the environmental threat of data centers; Christina Delimitrou applies machine learning to make large cloud computing systems more efficient, secure, and reliable MIT News (AI) → story
10d ago Verify less, evolve more: training idea-level critics for verification-efficient ML evolving agents arXiv cs.AI → story
10d ago Work While They Sleep: Exploiting Evaluation Latency for Fully Bayesian Optimization arXiv cs.LG → story

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