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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 27
27d ago A consensus-based framework for relative preference evaluation of large language models arXiv cs.CL → story
27d ago A drift-stable quantum federated learning for intelligent services arXiv cs.LG → story
27d ago Adjustment speed as a safety constraint for nonstationary reinforcement learning arXiv cs.LG → story
27d ago Adversarial style optimization: enhancing VLM jailbreaks by GRPO-based stylistic triggers optimization arXiv cs.CL → story
27d ago Agentic evaluation of copyright law compliance with Copyright-Bench assessing LLM agents’ compliance with copyright law arXiv cs.CL → story
27d ago Analyzing self-harm representations in language models: a cross-architecture study arXiv cs.CL → story
27d ago Analyzing toxic behavior and its impact on the Mastodon community arXiv cs.CL → story
27d ago Benchmarking fine-tuning and retrieval strategies for a multimodal language model on the NRC Reactor Operator licensing examination arXiv cs.CL → story
27d ago Bounding the causal impact of ML-assisted decision-making via counterfactual correctness arXiv cs.LG → story
27d ago CARNet: cycle-conditioned core aggregation and redistribution for multivariate time series forecasting arXiv cs.LG → story
Jul 26
28d ago Teaching LLMs to update beliefs for efficient long-horizon interaction BAIR (Berkeley) → story
Jul 25
29d ago A three-stage neural-symbolic pipeline using an ensemble of DeBERTa-v3-base and XLM-RoBERTa-base with a Linguistically-Informed Mediator for gaming toxicity detection. arXiv cs.CL → story
29d ago Answer-then-Edit: Reasoning skeleton editing for anti-distillation with preserved utility arXiv cs.CL → story
29d ago AsymVerify achieves 2nd place on SemEval-2026 Task 6 with a confidence-gated verification approach for political evasion detection arXiv cs.CL → story
29d ago Belief propagation in LLM world models: measuring strategic information bias with prediction markets arXiv cs.CL → story
29d ago Break Through the Compression Bottleneck: From Theory to Practice arXiv cs.CL → story
29d ago Confidently deceptive: how confidence amplifies the risk of LLM deception arXiv cs.CL → story
29d ago Distinguishing artificial from authentic: evaluating LLMs for detecting LLM-generated content arXiv cs.CL → story
29d ago GLAN-QnA-KR: a 303,581-row Korean instruction-QA corpus produced by seedless taxonomy-driven GLAN synthesis using Microsoft Phi-3.5-MoE-instruct; open and redistributable under OpenRAIL arXiv cs.CL → story
29d ago Human-in-the-loop LLM framework improves detection of cutaneous immune-related adverse events in clinical notes; study reports higher accuracy and agreement vs manual review arXiv cs.CL → story
29d ago Knowledge injection exists in MoE; exploring expert-aware contrast decoding in MoE for mitigating LLMs' hallucinations arXiv cs.CL → story
29d ago LLM-INSTRUCT wins UZH Shared Task 2026 on paragraph-level argument mining with constraint-aware retrieval and selective debate arXiv cs.CL → story
29d ago MoE routing follows a Huffman code pattern, as the Frequency-Diversity Law shows that state-of-the-art models act as information-theoretic engines. arXiv cs.CL → story
29d ago Moir: Let the model direct its own story for robust cross-domain knowledge editing arXiv cs.CL → story
29d ago More Is Not More: what matters for diversity in LLM opinions? arXiv cs.CL → story
29d ago Natural language should not fully replace formal languages, argues a position paper highlighting underspecification in open-ended contexts arXiv cs.CL → story
29d ago Naver-News-KO: a Korean news summarization dataset for open-source fine-tuning of summarization models arXiv cs.CL → story
29d ago Open-source text LLM watermarks fail to withstand model merging, study finds arXiv cs.CL → story
29d ago Preference tuning as spectral update reorganization arXiv cs.CL → story
29d ago Routing Subspaces: Auditing evaluation-to-deployment mismatch in fine-tuned language models arXiv cs.CL → story
29d ago SCoPE: Shift-aware speaker-conditioned priors for emotion recognition in conversations arXiv cs.CL → story
29d ago Skill-contracted agents for evidence-aware materials literature analysis arXiv cs.CL → story
29d ago The Storyteller in the Model: Narrative pattern inheritance, escalation dynamics, and alignment governance in LLMs arXiv cs.CL → story
29d ago TopoGuard: graph theory based defenses against split-knowledge attacks on RAG arXiv cs.CL → story
29d ago What is good? Extracting and testing implicit theories of literary quality from LLM reasoning traces arXiv cs.CL → story
Jul 24
Jul 24, 2026 Stochastic sampling is epistemically shallow; the dimensionality gap between temperature variation and model diversity in LLMs arXiv cs.AI → story
Jul 24, 2026 The Devil is in the spectrum: mitigating representation collapse in LLMs via topologically regularized side-path arXiv cs.AI → story
Jul 24, 2026 Tractable hierarchical control of autoregressive language models arXiv cs.AI → story
Jul 24, 2026 Uncertainty-aware trust estimation for multi-LLM systems via structured expert judgement arXiv cs.LG → story
Jul 24, 2026 When RLVR shrinks the reasoning boundary: diagnosing pass@k inversion arXiv cs.LG → story