Octave built a secure, multi-tenant AI foundation on Amazon Bedrock, using Cohere Embed v4 for embeddings and Amazon Bedrock AgentCore for isolated agent…
Corpus Quality Improves, Retrieval Utility Does Not: An Ablation of Preprocessing and Refinement in a Speech-to-QA Pipeline
arXiv:2610.27652v1 Announce Type: cross Abstract: Practitioners building training corpora with a pipeline of language models keep a preprocessing or…
Work management context for AI agents with Smartsheet MCP on AWS
The Smartsheet Model Context Protocol (MCP) Server lets AI agents read, update, and act on live work management data. This post shows two ways to connect…
A Head Camera Is (Almost) All You Need: An Electronics-Free UMI Glove Labelled and Observed by One Moving Camera
arXiv:2610.27622v1 Announce Type: cross Abstract: Handheld demonstration devices decouple data collection from the robot, but conventional designs burden…
Discover tools at runtime with AWS Agent Registry
Hardcoded tool wiring breaks down as an agent’s catalog grows from a handful of tools to hundreds. This post walks through a runtime Discover,…
FairStress: A deeper evaluation of fairness in LLM decision-making
This post has no text preview — click the link below to read the original article. This article has been indexed from Hugging Face – Blog Read the original article: FairStress: A deeper evaluation of fairness in LLM decision-making
Called to serve: Tech, research, and positive impact
Lab Director Chris White has worked on research challenges with real-world implications—from new approaches to wartime data analysis to tools for…
WORTH Benchmark: Evidence Discovery under Not-Fully-Cooperative Information — A Two-Episode Pilot
arXiv:2610.27597v1 Announce Type: cross Abstract: Existing reasoning evaluations typically provide task-relevant information to models as available…
DeepSeek Open-Sources DeepInfer, the Inference Framework Behind DeepSeek-V4.1-Flash
DeepSeek has open-sourced DeepInfer, the Apache 2.0 inference framework that serves DeepSeek-V4.1-Flash in production. It targets NVIDIA SM100 GPUs and…
Plants can speak using electricity, so this startup built an AI model to decipher their language
Electric Plant has built an AI-powered translator to help humans listen to what plants are saying with the subtle electricity coursing through their stems.
How Eon built multi-cloud investigation with an MCP Gateway on Amazon Bedrock AgentCore
Learn how Eon replaced per-tool credentials and local MCP processes across AWS, GCP, and Azure with a single authenticated Amazon Bedrock AgentCore…
ABench: Adversarily Benchmarking Large Language Models across Taxonomized Values
arXiv:2610.27611v1 Announce Type: cross Abstract: Ensuring the alignment of Large Language Models (LLMs) with diverse cultural values is critical for…
Hugging Face ❤️ TorchTPU: TPUs, Natively
This post has no text preview — click the link below to read the original article. This article has been indexed from Hugging Face – Blog Read the original article: Hugging Face ❤️ TorchTPU: TPUs, Natively
Auditing the Product, Not the Recursion: The Evaluation Evidence Behind Recursive Self-Improvement Claims
arXiv:2610.27610v1 Announce Type: cross Abstract: Recursive self-improvement (RSI) promises AI systems, such as self-evolving LLM agents, that become…
Google Open-Sources TorchTPU, a Native PyTorch Backend for Cloud TPUs
Google and Meta open-sourced TorchTPU, a native PyTorch backend for Cloud TPUs. It runs eager by default, compiles through torch.compile and XLA, and…
Factual Access States in Diffusion Language Models: From Mechanism to Knowledge Editing and Retrieval
arXiv:2610.27580v1 Announce Type: cross Abstract: Factual recall is a lookup: some representation inside the network serves as the key, and what that key…
Build a semantic layer for agentic AI on AWS with Denodo and Amazon Bedrock AgentCore
Build a governed semantic layer for agentic AI on AWS with the Denodo Platform and Amazon Bedrock AgentCore. It federates Amazon Aurora, Amazon Redshift,…
Benefit and Cost of Random-Token Replacement under Repeated Data: A Known-Entropy Decomposition and Evidence from Ten Real Corpora
arXiv:2610.27590v1 Announce Type: cross Abstract: When unique pretraining data is scarce, models see the same tokens many times and are thought to…