Blog - Robotic Content

On the Modeling Capabilities of Large Language Models for Sequential Decision Making

by AI Generated Robotic ContentFAANG January 19, 2025Comments are Disabled

Large pretrained models are showing increasingly better performance in reasoning and planning tasks across different modalities, opening the possibility to leverage them for complex sequential decision making problems. In this paper, we investigate the capabilities of Large Language Models (LLMs) for reinforcement learning (RL) across a diversity of interactive domains. We evaluate their ability to …

Anthropomorphizing AI: Dire consequences of mistaking human-like for human have already emerged

by AI Generated Robotic ContentAI/ML News January 19, 2025Comments are Disabled

Anthropomorphizing AI creates dangerous blind spots in business decision-making beyond simple operational inefficiencies.Read More

The Roadmap for Mastering Machine Learning in 2025

by AI Generated Robotic ContentAI/ML Research January 18, 2025Comments are Disabled

Machine learning (ML) is now a part of our daily lives, from the voice assistants on our mobiles to advanced robots performing tasks similar to humans.

Beyond RAG: How cache-augmented generation reduces latency, complexity for smaller workloads

by AI Generated Robotic ContentAI/ML News January 18, 2025Comments are Disabled

As LLMs become more capable, many RAG applications can be replaced with cache-augmented generation that include documents in the prompt.Read More

Robots should be repurposed rather than recycled to combat rising scale of e-waste, scientists warn

by AI Generated Robotic ContentAI/ML News January 18, 2025Comments are Disabled

The robotics industry should be creating robots that could be reprogrammed and repurposed for other tasks once its life span is completed, researchers have advised.

Waymo Finds a Way Around US Restrictions Targeting Chinese Cars

by AI Generated Robotic ContentAI/ML News January 18, 2025Comments are Disabled

Waymo confirms to WIRED that its planned partnership with Chinese-owned automaker Zeekr remains “on track.”

Transforming how AI systems perceive human hands

by AI Generated Robotic ContentAI/ML News January 18, 2025Comments are Disabled

Making Artificial Intelligence systems robustly perceive humans remains one of the most intricate challenges in computer vision. Among the most complex problems is reconstructing 3D models of human hands, a task with wide-ranging applications in robotics, animation, human-computer interaction, and augmented and virtual reality. The difficulty lies in the nature of hands themselves, often obscured …

Building a Custom Model Pipeline in PyCaret: From Data Prep to Production

by AI Generated Robotic ContentAI/ML Research January 17, 2025Comments are Disabled

Building a custom model pipeline in

Interpreting CLIP: Insights on the Robustness to ImageNet Distribution Shifts

by AI Generated Robotic ContentFAANG January 17, 2025Comments are Disabled

What distinguishes robust models from non-robust ones? While for ImageNet distribution shifts it has been shown that such differences in robustness can be traced back predominantly to differences in training data, so far it is not known what that translates to in terms of what the model has learned. In this work, we bridge this …

How Kyndryl integrated ServiceNow and Amazon Q Business

by AI Generated Robotic ContentFAANG January 17, 2025Comments are Disabled

This post is co-written with Sujith R Pillai from Kyndryl. In this post, we show you how Kyndryl, an AWS Premier Tier Services Partner and IT infrastructure services provider that designs, builds, manages, and modernizes complex, mission-critical information systems, integrated Amazon Q Business with ServiceNow in a few simple steps. You will learn how to …