arXiv:2609.00181v1 Announce Type: cross Abstract: The number of edge devices in large-scale edge systems is rapidly increasing. Edge devices have limited…
Category: AI
Do General NLP Embeddings Capture Ontological Reasoning?
arXiv:2609.00177v1 Announce Type: cross Abstract: General-purpose NLP embedding models perform well on linguistic tasks, but their ability to capture…
Lingua Franca or Probing Artifact? Rethinking Latent Language in Multilingual LLMs
arXiv:2609.00155v1 Announce Type: cross Abstract: Latent language identification is often used to argue that multilingual language models route…
Flawed in Nature, Perfect through Evolution
arXiv:2609.00129v1 Announce Type: cross Abstract: The performance of artificial intelligence (AI) and machine learning (ML) models degrades when the…
Assessing Alignment and Stability of Feature Importance Explanations via Weight of Evidence
arXiv:2609.00090v1 Announce Type: cross Abstract: Feature importance Methods (FIMs) are widely used in Explainable AI to interpret model predictions, yet…
Good Memory Has ECC: Evaluating the Memory of Vision-Language Models Beyond Accuracy
arXiv:2609.00103v1 Announce Type: cross Abstract: Memory is widely viewed as an important unsolved problem for LLMs and VLMs, and current benchmarks…
Faster Than Flash: Exploiting Attention Sparsity for Efficient Long-Context Decoding
arXiv:2609.00097v1 Announce Type: cross Abstract: The development of long-context Large Language Models (LLMs) is constrained by the memory bandwidth…
Commit-first LLM judging inherits the judge’s own errors
arXiv:2609.00088v1 Announce Type: cross Abstract: LLM judges, models that score another system’s output, can be gamed by the systems they score. Recent…
Lemonade Launches Car Insurance in Missouri With Tesla FSD Discount
Lemonade launched its Lemonade Car insurance product in Missouri on September 2, 2026, and simultaneously brought its Autonomous Car pricing to the state,…
Retrieval, Scoring, and Decoding Shape Performance and Stability in LLM-based Conversational Recommendation
arXiv:2609.00086v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used as rerankers in conversational recommender systems,…