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Research

Jul 16

4d ago A POS tier automates annotation for low-resource language documentation; neural interlinear glossing for Irabu (Southern Ryukyuan) presented arXiv cs.CL → story

4d ago Accuracy-preserving stability regularization for large-scale retail demand forecasting arXiv cs.LG → story

4d ago Adaptive Filtering of the KV cache: diagnosing and correcting structural-role bias in LLM inference arXiv cs.CL → story

4d ago Agora: collective and permissionless internet-scale pretraining of large language models arXiv cs.LG → story

4d ago AI advice reduces willingness to say “I don’t know,” even when the AI is wrong and accuracy is incentivized arXiv cs.AI → story

4d ago AI-native insurance for agentic AI: pricing, underwriting, and end-to-end automation arXiv cs.AI → story

4d ago Analogical Deep Research: retrieving and integrating historical analogies for foresight analysis arXiv cs.CL → story

4d ago arXiv:2607.13395v1: Enlightenment-style post-tuning without training for large models inspired by human 'enlightenment' concept arXiv cs.LG → story

4d ago Automatic differentiation from scratch: how PyTorch computes gradients for physics-informed neural networks arXiv cs.LG → story

4d ago Benchmarking cross-device agents in heterogeneous environments arXiv cs.CL → story

4d ago CayleyR solves TopSpin puzzle by detecting cycle intersections in Cayley graphs arXiv cs.AI → story

4d ago Concurrent image understanding and generation via self-correcting coupled Markov jump processes arXiv cs.LG → story

4d ago Cost-optimal foundation model deployment portfolio for transportation management arXiv cs.AI → story

4d ago Cross-rubric generalization: training on one rubric set and evaluating on a different rubric set for critical thinking essay scoring arXiv cs.CL → story

4d ago Deconstructing Actor-Critic: a large-scale empirical study of design components for practitioners arXiv cs.LG → story

4d ago Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations arXiv cs.CL → story

4d ago Discourse-aware policy analysis with argumentation: a hybrid LLM-symbolic framework for disaster governance arXiv cs.CL → story

4d ago Disentangling knowledge states with ability and proficiency modeling for knowledge tracing arXiv cs.LG → story

4d ago Do LLMs need architectural changes for simultaneous speech translation? A prefix-to-prefix data driven approach arXiv cs.CL → story

4d ago EMAGN uses learned clustering for scalable traffic forecasting. arXiv cs.LG → story

4d ago Evaluation ability does not imply optimization utility; LLM-as-a-judge signals in closed-loop table recognition show weak judge signals on FinTabNet and OmniDocBench arXiv cs.CL → story

4d ago Explaining reinforcement learning agents via inductive logic programming arXiv cs.AI → story

4d ago Finding the right tables and columns: a benchmark and corpus-adaptive embeddings for SQL schema retrieval arXiv cs.CL → story

4d ago FixItFlow automates troubleshooting guide generation from historical cloud incidents using large language models arXiv cs.CL → story

4d ago GFlowRL: scaling distribution-matching RL to large language models arXiv cs.CL → story

4d ago GIFT teaches vision-language generative AI models to produce CAD programs for simulating and testing 3D objects. MIT News (AI) → story

4d ago Graded entity-familiarity readouts in language models: Polish adaptation, cross-language robustness, and refusal steering arXiv cs.CL → story

4d ago Gsm-Plus-Bn Introduces Perturbation-Based Benchmark for Bangla Mathematical Reasoning in LLMs; Addresses Lack of Evaluation in Bengali arXiv cs.CL → story

4d ago Harness Handbook: making evolving agent harnesses readable, navigable, and editable arXiv cs.AI → story

4d ago Hedgehog: hierarchical evaluation of drug generators through rigorous filtration arXiv cs.LG → story

4d ago Improving molecular property prediction in small language models using graph-based tools. arXiv cs.AI → story

4d ago LAPO uses leave-one-turn attribution for multi-turn search reasoning as self-generated process supervision. arXiv cs.AI → story

4d ago LLM-powered agentic system enables automatic discovery of ordinary differential equations in biological systems arXiv cs.AI → story

Jul 15

4d ago 3 questions: neural transparency and the future of AI design MIT News (AI) → story

4d ago Towards demystifying the creativity of diffusion models Google Research → story

Jul 14

5d ago Devavrat Shah develops system that uses tabular data for real-time planning at scale MIT News (AI) → story

5d ago JARVIS Challenge tests AI copilots in tough-tech engineering for jet engine design MIT News (AI) → story

Jul 13

6d ago MIT students help prevent cyberattacks at Bridgewater State University cyber range and security operations center MIT News (AI) → story

6d ago MIT researchers use three AI agents to create 3D scene recreations for robot training data MIT News (AI) → story

7d ago Researchers develop an evaluation procedure to test generative AI models for harmful capabilities without generating outputs, aiding auditors in identifying open-source models adapted to produce illegal content. MIT News (AI) → story

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