arXiv:2601.08146v4 Announce Type: replace-cross Abstract: Existing circuit discovery methods rely on templated tasks with clean counterfactuals, limiting…
Tag: AI
Shiva-DiT: Residual-Based Differentiable Top-$k$ Selection for Efficient Diffusion Transformers
arXiv:2602.05605v2 Announce Type: replace-cross Abstract: Diffusion Transformers (DiTs) are costly at high resolution because self-attention scales…
How an AWS team detects dashboard content failures at scale using Amazon Bedrock
Business intelligence dashboards can fail silently, showing blank, stale, or wrong data even when every infrastructure monitor reports healthy. Learn how…
ICE: Intervention-Consistent Explanation Evaluation with Statistical Grounding for LLMs
arXiv:2603.18579v2 Announce Type: replace-cross Abstract: Evaluating whether explanations faithfully reflect a model’s reasoning remains an open problem.…
Modernizing and scaling support operations with generative AI on AWS
Learn how to build a generative AI-based support operations platform on AWS that converts training videos into structured SOPs, applies…
Culturally Grounded Personas in Large Language Models: Characterization and Alignment with Socio-Psychological Value Frameworks
arXiv:2601.22396v3 Announce Type: replace-cross Abstract: Despite the growing utility of Large Language Models (LLMs) for simulating human behavior, the…
ContextAnyone: Context-Aware Diffusion for Character-Consistent Text-to-Video Generation
arXiv:2512.07328v2 Announce Type: replace-cross Abstract: Text-to-video generation has advanced rapidly, yet preserving a character’s holistic appearance…
SEBA: Sample-Efficient Black-Box Attacks on Visual Reinforcement Learning
arXiv:2511.09681v3 Announce Type: replace-cross Abstract: Visual reinforcement learning has achieved remarkable progress in visual control and robotics,…
Inference-Time Optimization of Prompt Embeddings in Diffusion Models: A Comparison of sep-CMA-ES and Adam
arXiv:2511.03913v3 Announce Type: replace-cross Abstract: Deep diffusion models have revolutionized image generation by producing high-quality outputs.…
Agent Tools Orchestration Leaks More: Dataset, Benchmark, and Mitigation
arXiv:2512.16310v4 Announce Type: replace-cross Abstract: LLM agents can combine individually non-revealing tool returns and disclose a sensitive…