Learn how to build a multi-agent document classification solution on Amazon Bedrock using the Strands Agents SDK. Three specialized agents combine textual…
Category: AI
Convergent Evolution: How Different Language Models Learn Similar Number Representations
arXiv:2604.20817v2 Announce Type: replace-cross Abstract: Language models trained on natural text learn to represent numbers using periodic features with…
VISOR: Agentic Visual Retrieval-Augmented Generation via Iterative Search and Over-horizon Reasoning
arXiv:2604.09508v3 Announce Type: replace-cross Abstract: Visual Retrieval-Augmented Generation (VRAG) empowers Vision-Language Models to retrieve and…
SegWithU: Uncertainty as Perturbation Energy for Single-Forward-Pass Risk-Aware Medical Image Segmentation
arXiv:2604.15271v4 Announce Type: replace-cross Abstract: Reliable uncertainty estimation is critical for medical image segmentation, where automated…
Self-Distillation as a Performance Recovery Mechanism for LLMs: Counteracting Compression and Catastrophic Forgetting
arXiv:2604.15794v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have achieved remarkable success, underpinning diverse AI…
FairNVT: Fair Classification via Noise Injection in Vision Transformers
arXiv:2604.16780v2 Announce Type: replace-cross Abstract: This paper presents FairNVT, a lightweight debiasing framework for pretrained transformer-based…
Asana cleared 5 years of engineering work in 2 weeks with Codex
Asana used OpenAI Codex to replace an outdated testing system in two weeks, completing work expected to take five years for about $12K.
Attention Flows: Tracing LLM Conceptual Engagement via Story Summaries
arXiv:2604.06416v2 Announce Type: replace-cross Abstract: Although LLM context lengths have grown, there is evidence that their ability to integrate…
Language Family Matters: Evaluating LLM-Based ASR Across Linguistic Boundaries
arXiv:2601.18899v3 Announce Type: replace-cross Abstract: Large Language Model (LLM)-powered Automatic Speech Recognition (ASR) systems achieve strong…
Adversarial Data Modeling in Epidemiology
arXiv:2602.20134v2 Announce Type: replace-cross Abstract: Epidemiological models increasingly rely on crowdsourced, self-reported behavioral data such as…