AI News

CausalForge: A Formally Grounded, Self-Improving Agentic Framework for Automated Research in Causal Inference (arxiv.org)

Encoding orders and trees in real-valued functions (arxiv.org)

Dysphagia Risk Stratification in Head and Neck Cancer via Two-Stage PRO-Clinical Stacking (arxiv.org)

Interpretable EEG biomarkers with bag-of-waves: Spatial and temporal waveform dictionaries for low-data regimes (arxiv.org)

Smart predict-then-robustly-optimize (arxiv.org)

Parameter-free Adaptive Sparse Attention via Compression-Based Content Selection (arxiv.org)

RED-PIM: Reducing Data Movement for Transformers using Processing-in-Memory (arxiv.org)

MA-DAR: Manifold-Aligned Dynamic Adaptive Routing for Continual Temporal Knowledge Graph Reasoning (arxiv.org)

Learning What Matters: Supervising Sparse Attention Routing with Causal Evidence Sets (arxiv.org)

CARNet Cycle-Conditioned Core Aggregation and Redistribution for Multivariate Time Series Forecasting (arxiv.org)

Encoding Invisible Causation for Bridge Diagnostic Agents: Triple-Guided Retrieval-Augmented Fine-Tuning with QLoRA (arxiv.org)

Neural Feature Governance: Extending Atom Prevalence (arxiv.org)

Physically Constrained Federated Additive Models for O-RAN SLA-Risk Prediction (arxiv.org)

Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning (arxiv.org)

Shallower ReLU Network Representations via Exact Linear Algebra (arxiv.org)

A Drift Stable Quantum Federated Learning for Intelligent Services (arxiv.org)

Adjustment Speed as a Safety Constraint for Nonstationary Reinforcement Learning (arxiv.org)

Multi-Horizon Consistency as Geometry: When Latent Dynamics Contract, and When They Do Not (arxiv.org)

Toward Goal-Agnostic Joint-Embedding Predictive Control of Partial Differential Equations (arxiv.org)

Quasi-Monte Carlo Initialization for Meta-Reinforcement Learning (arxiv.org)

Prompt as a Data Type: In-Database LLM Prompt Management and Rewriting (arxiv.org)

Deep Sigma Point Processes for RCS Modeling in Spaceborne SAR Imagery (arxiv.org)

Explainable quantum-compressed machine learning for complex fluid flows (arxiv.org)

Ordered Action Tokens for Visuomotor Policy Learning (arxiv.org)

Generative and multimodal AI for materials prediction and design: Progress, challenges, and perspectives (arxiv.org)

Computer Vision Based Neurology Brain Activity Rejection Architecture and Implementation (arxiv.org)

Do Modules Stay in Their Lane? Role Drift in Compound LLM Systems (arxiv.org)

Adversarial Prompts for Acceptance Collapse in Speculative Decoding (arxiv.org)

FBLayout: Optimizing Memory Layout for Efficient LLM Finetuning on Mobile GPUs (arxiv.org)

Local Synaptic Rules Can Implement a SIGReg Gradient Without Backpropagation (arxiv.org)

FrED: External Data Influence Estimation via Domain Knowledge Graph Grounding (arxiv.org)

Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures (arxiv.org)

Self-Poisoning in Adaptive Out-of-Distribution Detection: A Sharp-Threshold Theory and Certified Label-Free Calibration (arxiv.org)

SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text (arxiv.org)

Spectral Flow Certificates for Depth-Aware Long-Range Propagation in Graph Neural Networks (arxiv.org)

Australian Data Centers: Navigating Growth And Sc | S&P Global Ratings (www.spglobal.com)

Automated pull request reviews with Gemini Managed Agents (medium.com)

Building AI Agents with the GO Agent Development Kit (ADK 2.x) — 2026 Edition (medium.com)

What’s up with the Kubernetes Agent Gateway?? (medium.com)

On the Record: Water infrastructure, data center impacts, and SC Senate race - Yahoo (www.yahoo.com)

The old-school way of keeping the summer heat out of your home (monocle.com)

Comms (www.producthunt.com)

'Inside the Dystopian World of Germany's Free Speech Crackdown' (yro.slashdot.org)

Hunter-gatherers introduced fish to a mountain lake 7000 years ago (www.newscientist.com)

I Championed Prediction Markets. Look What They've Become (newsletter.platypuseconomics.com)

How the Atmos clock functions (atmos-atelier.de)

PGSimCity - How PostgreSQL Works (nikolays.github.io)

Accelerating business modernisation — Investing for France 2030 · Budget - Qipu (www.qipu.org)

Show HN: Port Zero – how I learned to stop worrying and love PORT=0 (portzero.net)

We published a new topic page on economic inequality (ourworldindata.org)