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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 5
13d ago Adaptive batching helps LLM pretraining by allowing unbounded gradient variance, according to a perspective from unbounded variance arXiv cs.LG → story
13d ago APDMem: agent-controlled progressive disclosure memory for query-adaptive long-term memory retrieval across hierarchical conversation history layers arXiv cs.CL → story
13d ago AptMQL-Bench: text-to-SQL to text-to-MQL via access-pattern schema design and data-preserving migration arXiv cs.CL → story
13d ago Automatic evaluation of mental health stigma in online communication arXiv cs.CL → story
13d ago Beyond correctnes? Resolving underspecification in agentic Text-to-SQL. arXiv cs.CL → story
13d ago CLEAN: psychometrically consistent incremental cognitive diagnosis under concept-space expansion via architectural isolation arXiv cs.LG → story
13d ago Clinical concept centers in LLMs arXiv cs.CL → story
13d ago ConvoDrift: a dataset to model progressive stylistic conversational tone drift under fixed semantic intent across 15,727 shared multi-turn structures arXiv cs.CL → story
13d ago Counterexample generation via per-theorem symbolic verifiers; release of SymCE corpus of 4,707 false conjectures with executable verifiers arXiv cs.CL → story
13d ago Counterfactual predictions in scientific emulators without controlled experiments arXiv cs.LG → story
13d ago CUEing user simulators: calibrated user embeddings for multi-turn benchmarking arXiv cs.CL → story
13d ago Diffusion-based synthetic data pretraining for enhancing activity recognition arXiv cs.LG → story
Oct 2
15d ago Computational tools for society’s most complex challenges MIT News (AI) → story
15d ago Tech worker movement documentary author co-authors “Against Tech Oligarchy: Worker Resistance in the World’s Most Powerful Industry” (Haymarket Books, September 2026) MIT News (AI) → story
15d ago Tech worker movement documented in new book: Against Tech Oligarchy co-authored by JS Tan SM ’22; Haymarket Books, September 2026 MIT News (AI) → story
15d ago AI agents susceptible to radicalization via influencer-promoted extremism in simulated conversations arXiv cs.AI → story
16d ago Nous: learning and certifying memory decisions before source calibration arXiv cs.LG → story
16d ago On-device named-entity recognition: a deployability study of accuracy, cost, reliability, and confidence arXiv cs.CL → story
16d ago One mastery threshold does not fit all knowledge tracing models arXiv cs.LG → story
16d ago Praxa, an evidence-bound harness for governed AI agent execution, enables deterministic admission, brokered execution, external read-back, reconciliation, and reviewed promotion arXiv cs.AI → story
16d ago Predictive credit in scientific explanations remains inconclusive for v5's frozen credit decision across Tox21 and OpenML tasks arXiv cs.AI → story
16d ago Query-language preference under cross-lingual knowledge disparities in large language models arXiv cs.CL → story
16d ago Reverse Item Response Theory for sparsity-robust ranking in fragmented cancer drug-response matrices arXiv cs.LG → story
16d ago Robust Is Salient: an informed adversary moves the optimal signal onto the salience pole arXiv cs.AI → story
16d ago Rules amortize, pairings don't: linguistic structure determines which latent task representations can replace in-context learning arXiv cs.CL → story
16d ago Rules to Tools provides executable checks for LLM agents in scientific computing; two task cohorts show repair success rates of 26/30 with text and 29/30 with… arXiv cs.AI → story
16d ago Safety layers can be bypassed after few-sample fine-tuning, as harmful behavior localizes to specific layers and tokens across multiple models. arXiv cs.CL → story
16d ago Scientific Agents: evaluating profession-specific system prompts on scientific tasks arXiv cs.AI → story
16d ago SCM-based fairness and faithful explainability for legal document classification arXiv cs.CL → story
16d ago Sharp Oracle-Regret Tradeoffs for Projection-Free Online Convex Optimization arXiv cs.LG → story
16d ago Signed lexical confidence for risk-calibrated intent routing arXiv cs.CL → story
16d ago SW-KAN: Kolmogorov-Arnold networks with Stieltjes-Wigert q-orthogonal polynomials arXiv cs.LG → story
16d ago Uncertainty-aware learning from multi-expert interval targets arXiv cs.LG → story
16d ago Uncertainty-aware RL-controlled adaptive 3D mapping arXiv cs.LG → story
16d ago UniBuc at SemEval-2024 Task 2: Tailored prompting with SOLAR for clinical NLI arXiv cs.CL → story
16d ago Useful to whom? The sample value for coreset selection varies with the learner and budget regime arXiv cs.LG → story
16d ago very likely" signals uncertainty; the paper investigates how LLMs diverge from humans in linguistic uncertainty quantification arXiv cs.LG → story
16d ago What do rationales communicate? A message-intervention study in role-specialized QA arXiv cs.AI → story
16d ago What Should an Agent Remember? Disentangling retention from retrieval in bounded-memory evaluation arXiv cs.AI → story
16d ago When do causal world models help modular LLM agents arXiv cs.AI → story

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