Blog - Robotic Content

Programmatically creating an IDP solution with Amazon Bedrock Data Automation

by AI Generated Robotic ContentFAANG December 25, 2025Comments are Disabled

Intelligent Document Processing (IDP) transforms how organizations handle unstructured document data, enabling automatic extraction of valuable information from invoices, contracts, and reports. Today, we explore how to programmatically create an IDP solution that uses Strands SDK, Amazon Bedrock AgentCore, Amazon Bedrock Knowledge Base, and Bedrock Data Automation (BDA). This solution is provided through a Jupyter notebook that enables users …

JBL Bar 500MK2 Review: A Fantastic Soundbar System

by AI Generated Robotic ContentAI/ML News December 25, 2025Comments are Disabled

This compact 2.1 soundbar system offers realistic Dolby Atmos surround sound.

AI overestimates how smart people are, according to economists

by AI Generated Robotic ContentAI/ML News December 25, 2025Comments are Disabled

Scientists at HSE University have found that current AI models, including ChatGPT and Claude, tend to overestimate the rationality of their human opponents—whether first-year undergraduate students or experienced scientists—in strategic thinking games, such as the Keynesian beauty contest. While these models attempt to predict human behavior, they often end up playing “too smart” and losing …

Qwen-Image-Edit-2511 got released.

by AI Generated Robotic ContentImage December 24, 2025Comments are Disabled

https://www.modelscope.cn/models/Qwen/Qwen-Image-Edit-2511 https://huggingface.co/Qwen/Qwen-Image-Edit-2511 https://huggingface.co/lightx2v/Qwen-Image-Edit-2511-Lightning https://huggingface.co/unsloth/Qwen-Image-Edit-2511-GGUF submitted by /u/Total-Resort-3120 [link] [comments]

Evaluating Perplexity on Language Models

by AI Generated Robotic ContentAI/ML Research December 24, 2025Comments are Disabled

This article is divided into two parts; they are: • What Is Perplexity and How to Compute It • Evaluate the Perplexity of a Language Model with HellaSwag Dataset Perplexity is a measure of how well a language model predicts a sample of text.

Google’s year in review: 8 areas with research breakthroughs in 2025

by AI Generated Robotic ContentFAANG December 24, 2025Comments are Disabled

Google 2025 recap: Research breakthroughs of the year

Exploring the zero operator access design of Mantle

by AI Generated Robotic ContentFAANG December 24, 2025Comments are Disabled

At Amazon, our culture, built on honest and transparent discussion of our growth opportunities, enables us to focus on investing and innovating to continually raise the standard on our ability to deliver value for our customers. Earlier this month, we had the opportunity to share an example of this process at work in Mantle, our …

The Best Unlimited Phone Plan: T-Mobile, AT&T, Verizon Compared

by AI Generated Robotic ContentAI/ML News December 24, 2025Comments are Disabled

We sifted through the fine print to figure out how to score the best deal on all the major carriers.

Lowering barriers to explainable AI: Control technique for LLMs reduces resource demands by over 90%

by AI Generated Robotic ContentAI/ML News December 24, 2025Comments are Disabled

Large language models (LLMs) such as GPT and Llama are driving exceptional innovations in AI, but research aimed at improving their explainability and reliability is constrained by massive resource requirements for examining and adjusting their behavior.

Time-to-Move + Wan 2.2 Test

by AI Generated Robotic ContentImage December 23, 2025Comments are Disabled

Made this using mickmumpitz’s ComfyUI workflow that lets you animate movement by manually shifting objects or images in the scene. I tested both my higher quality camera and my iPhone, and for this demo I chose the lower quality footage with imperfect lighting. That roughness made it feel more grounded, almost like the movement was …

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