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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

Jul 24
Jul 24, 2026 Active SAE feature planes carry more holonomy in Gemma 2 2B, preregistered reversal findings arXiv cs.LG → story
Jul 24, 2026 Adaptive depth in looped transformers: diagnosing learned halting gates and trajectory readouts arXiv cs.LG → story
Jul 24, 2026 AINTMA: Agentic AI Architecture for Autonomous Test Management with Generative Intelligence, Secure Cloud Communication and Adaptive Quality Analytics arXiv cs.AI → story
Jul 24, 2026 Automating nuclear plant operations through collaboration and stakeholder relationships, says Lauren Fortier MIT News (AI) → story
Jul 24, 2026 Benchmarking the personalization capabilities of large language models arXiv cs.AI → story
Jul 24, 2026 Beyond SBDD: geometric deep learning in polypharmacology and multi-target drug design arXiv cs.LG → story
Jul 24, 2026 ClickGuard: Detecting and spoiling clickbait news with informativeness measures and large language models arXiv cs.AI → story
Jul 24, 2026 CLOE: Christoffel Loss Autoencoder for anomaly detection arXiv cs.LG → story
Jul 24, 2026 Codec-Gauge learns equalization transforms for transformer KV-cache compression to improve fidelity arXiv cs.LG → story
Jul 24, 2026 Conflict resolution under degraded surveillance in air corridors using multi-agent reinforcement learning arXiv cs.LG → story
Jul 24, 2026 DataPrep-Bench benchmarks LLMs as training data preparators; evaluates data construction and data quality evaluation end to end arXiv cs.LG → story
Jul 24, 2026 DC-Leap: training-free acceleration of dLLMs via draft-guided contiguous leaping decoding arXiv cs.AI → story
Jul 24, 2026 Decision-aware machine learning framework proposed to improve allocation of essential medicines; arXiv paper introduces multi-task approach arXiv cs.LG → story
Jul 24, 2026 DecodeShare identifies a shared low-dimensional subspace in decode-time hidden states and tests its causal role by removing it during decoding arXiv cs.AI → story
Jul 24, 2026 Directional hallucinations: ideological drift in news-grounded LLM question answering arXiv cs.AI → story
Jul 24, 2026 Enabling scalable topology inference in distribution systems via constrained multi-source inference arXiv cs.AI → story
Jul 24, 2026 Expectation alignment of language models for real-world user expectations arXiv cs.AI → story
Jul 24, 2026 Generative Bayesian filtering for state estimation arXiv cs.LG → story
Jul 24, 2026 Graph neural network approach to zero-shot digital twins arXiv cs.LG → story
Jul 24, 2026 Grounding investor views: neural predicates in the Black-Litterman model arXiv cs.LG → story
Jul 24, 2026 HypNO: a graph-based neural operator for scalar hyperbolic conservation laws uses physics-informed message passing on a space-time graph of finite-volume cells arXiv cs.LG → story
Jul 24, 2026 Incomplete prompt jailbreaks in large language models reveal vulnerabilities to harmful continuations in open-weight models arXiv cs.AI → story
Jul 23
Jul 23, 2026 MIT projects selected for funding under U.S. Department of Energy’s Genesis Mission MIT News (AI) → story
Jul 23, 2026 Stateful guardrails for multi-turn LLM systems address conversational risk accumulation by tracking session-layer trajectory signals to detect gradual intent drift, fragmented instruction assembly, and repeated disclosures. arXiv cs.CL → story
Jul 23, 2026 Statistically grounded sparse-feature interventions for activation-space control in large language models arXiv cs.AI → story
Jul 23, 2026 STN-TGAT: Top-K portfolio construction via prior-guided graph attention with learnable soft-threshold sparsification arXiv cs.LG → story
Jul 23, 2026 Stochastic primal-dual decoding for multiobjective generative recommender systems arXiv cs.AI → story
Jul 23, 2026 Structured synthetic reasoning data improves arithmetic fine-tuning for small language models, using a 21,250-example GPT-5-mini-generated corpus derived from GSM8K arXiv cs.AI → story
Jul 23, 2026 SUM: Unified Geometric Surgery on Spatio-Temporal Adaptation Vectors for Federated Class Incremental Learning arXiv cs.LG → story
Jul 23, 2026 SysAdmin: measuring instrumental power-seeking in frontier AI arXiv cs.AI → story
Jul 23, 2026 TalentCLEF at CLEF2026: second edition evaluates NLP systems for fair, multilingual talent and job title intelligence in human capital management arXiv cs.CL → story
Jul 23, 2026 Task competence is not instruction following: evaluating instruction-conflicting behavior in small language models arXiv cs.CL → story
Jul 23, 2026 Tiny_schiller: a drop-in German drama corpus for small language models arXiv cs.CL → story
Jul 23, 2026 ToolDNS enables semantic tool discovery over DNS to scale autonomous AI agent tool use; arXiv paper proposes retrofitting discovery onto DNS to handle millions of tools arXiv cs.AI → story
Jul 23, 2026 Trajectory-aware clinical risk prediction via severity-grounded knowledge graphs and retrieval-augmented generation arXiv cs.AI → story
Jul 23, 2026 TriAgent: Divergence-aware multi-agent committees for cost-efficient financial sentiment analysis arXiv cs.CL → story
Jul 23, 2026 VizRAG enhances retrieval-augmented generation with hypergraph visualization to organize complex n-ary facts among entities beyond binary relationships arXiv cs.CL → story
Jul 23, 2026 When does consensus beat voting? A critical analysis of statistical label fusion in medical image segmentation arXiv cs.LG → story
Jul 23, 2026 When JSON is not enough: semantic reliability of schema-constrained LLM ordering agents arXiv cs.AI → story
Jul 23, 2026 Wisdom of LLM crowds: aggregation and contamination in language model ensembles arXiv cs.AI → story