arXiv:2609.21327v1 Announce Type: cross Abstract: Quantile-based reinforcement learning provides an interpretable approach to risk-sensitive…
Co-Evolving Zero-Day Jamming: Adaptive Attack Synthesis and Graph Attention-Based Online Detection
arXiv:2609.21334v1 Announce Type: cross Abstract: Effective evaluation of zero-day jamming detectors requires robust adversarial models. However, existing…
Beyond Exact Match: Task-Aware GRPO for Cross-Domain PCBA Visual Question Answering
arXiv:2609.21276v1 Announce Type: cross Abstract: In automated Printed Circuit Board Assembly (PCBA) inspection, standards-guided decisions require…
VLA-Scope: Shift-Aware Failure Prediction for Vision-Language-Action Models
arXiv:2609.21246v1 Announce Type: cross Abstract: Vision-language-action (VLA) models map visual observations and natural-language instructions to robotic…
KnowDemo: Knowledge-Guided Robot Demonstration Generation from Human Videos
arXiv:2609.21229v1 Announce Type: cross Abstract: Learning robot manipulation policies typically requires substantial demonstration data, which are costly…
Hallucination-R1: Robustness-Oriented Paraphrase Generation for Factual Consistency
arXiv:2609.21227v1 Announce Type: cross Abstract: Factual hallucination is commonly defined by incorrect factual outputs. We study a paraphrase-induced…
Verify, Don’t Trust: Agentic Model Development for Video Discovery Retrieval at Scale
arXiv:2609.21257v1 Announce Type: cross Abstract: Large language model (LLM) agents can propose, implement, and evaluate model changes. Autoresearch loops…
How AI Modernizes Lending Alongside Legacy Banking Systems Without a Teardown
Any intervention in a bank’s core system makes an engineering team wince. Legacy solutions are rigid, so a single change can take a month to move through.…
FOCAL-VLA: Subtask-Guided Geometry Distillation and Implicit World Modeling for Vision-Language-Action Models
arXiv:2609.21228v1 Announce Type: cross Abstract: Vision-language-action (VLA) models built on pretrained vision-language models have demonstrated strong…
AI News Brief Hourly Summary 2026-09-21 13h : 12 posts
12 posts published in the last hour 10:33Fewer Steps, Better Actions: Rethinking Flow-Matching Inference for VLA Policies 10:33Visual Navigation Transformer with Pose Attention 10:33EnSol: an environment-aware graph neural network for molecular solubility prediction 10:33SWE-Proof: Can Language Models Resolve Real-World Issues…
Fewer Steps, Better Actions: Rethinking Flow-Matching Inference for VLA Policies
arXiv:2609.21216v1 Announce Type: cross Abstract: Vision-language-action (VLA) policies based on flow matching generate action chunks through repeated…
Visual Navigation Transformer with Pose Attention
arXiv:2609.21212v1 Announce Type: cross Abstract: Learned navigation policies typically consume observations as a temporally ordered history, with…
EnSol: an environment-aware graph neural network for molecular solubility prediction
arXiv:2609.21151v1 Announce Type: cross Abstract: Molecular solubility directly affects key aspects of molecular development such as reaction feasibility,…
SWE-Proof: Can Language Models Resolve Real-World Issues with Machine-Checked Proofs?
arXiv:2609.21190v1 Announce Type: cross Abstract: Ensuring the correctness of LLM-generated code is a core challenge for modern software engineering.…
Quartile Adds ChatGPT Advertising Access as Technology Partner
Retail media optimization platform Quartile announced on September 21, 2026 that it has become a technology partner supporting advertising in ChatGPT,…
The Stochastic Shift: A New Evaluation Paradigm for Text-to-SQL with AI Operators
arXiv:2609.21133v1 Announce Type: cross Abstract: SQL has been augmented with AI operators, enabling modern data analytics platforms to derive insights…
How Much of a Real Workload Can LLM-Generated GPU Kernels Actually Reach?
arXiv:2609.21058v1 Announce Type: cross Abstract: Language models can now write GPU kernels that outperform PyTorch. We evaluate five model configurations…
PlantShade: Predicting Plant Shadows for Lighting-Aware Robotic Agricultural Operation
arXiv:2609.21059v1 Announce Type: cross Abstract: Plant growth and agricultural production form the foundation of a country’s sustainable development and…