Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter?

Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter?

arXiv:2407.14790v1 Announce Type: new Abstract: Solving grid puzzles involves a significant amount of logical reasoning. Hence, it is a good domain to evaluate the reasoning capability of a model which can then guide us to improve the reasoning ability of models. However, most existing works evaluate only the final predicted answer of a puzzle, without delving into an in-depth analysis of the LLMs' reasoning chains (such as where they falter) or providing any finer metrics to evaluate them. Since LLMs may rely on simple heuristics or artifacts to predict the final answer, it is crucial to evaluate the generated reasoning…
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Social robot or digital avatar, users interact with this AI technology as if it’s real

Social robot or digital avatar, users interact with this AI technology as if it’s real

Humans are interacting more than ever with artificial intelligence (AI) – from the development of the first “social robots” (a robot with a physical body programmed to interact and engage with humans) like Kismet in the 1990s to smart speakers such as Amazon’s Alexa. But this technology is changing how humans relate with it – and with each other. Our new research looked at how humans experience interacting with AI social robots or digital avatars – AI virtual chatbots designed to look and interact like a human on a device. These are designed to increase human interaction with them. Social…
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Hollywood is lining up behind Kamala Harris

Hollywood is lining up behind Kamala Harris

Many of the biggest stars in entertainment are now publicly supporting Kamala Harris.Charli XCX's endorsement quickly became iconic, as Harris has incorporated it into her marketing.George Clooney is among the the prominent voices backing Harris that had said Biden should bow out. Thanks for signing up! Access your favorite topics in a personalized feed while you're on the go. download the app By clicking “Sign Up”, you accept our Terms of Service and Privacy Policy. You can opt-out at any time by visiting our Preferences page or by clicking "unsubscribe" at the bottom of the email. After slinking away from…
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Llama 3.1 models are now available in Amazon SageMaker JumpStart | Amazon Web Services

Llama 3.1 models are now available in Amazon SageMaker JumpStart | Amazon Web Services

Today, we are excited to announce that the state-of-the-art Llama 3.1 collection of multilingual large language models (LLMs), which includes pre-trained and instruction tuned generative AI models in 8B, 70B, and 405B sizes, is available through Amazon SageMaker JumpStart to deploy for inference. Llama is a publicly accessible LLM designed for developers, researchers, and businesses to build, experiment, and responsibly scale their generative artificial intelligence (AI) ideas. In this post, we walk through how to discover and deploy Llama 3.1 models using SageMaker JumpStart. Overview of Llama 3.1 The Llama 3.1 multilingual LLMs are a collection of pre-trained and instruction…
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RAG Is All The Rage — Retrieval-Augmented Generation, Demystified

RAG Is All The Rage — Retrieval-Augmented Generation, Demystified

Enterprises experimenting with generative AI (genAI) are prioritizing use cases that enable internal and external users to better retrieve information they need, be it data, how-to pages, corporate policies, or return policies. Retrieval-augmented generation (RAG) is now the most common underlying approach for building this type of large language model (LLM)-based enterprise knowledge-retrieval application. What is RAG, and why is it so useful? In a series of blog posts, we will explore the latest developments in RAG architecture, starting with this first one focused on the basics that explain the motivation for implementing RAG. Let’s first review RAG-less architectures and…
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New video test for Parkinson’s uses AI to track how the disease is progressing

New video test for Parkinson’s uses AI to track how the disease is progressing

A video-processing technique developed at the University of Florida that uses artificial intelligence will help neurologists better track the progression of Parkinson's disease in patients, ultimately enhancing their care and quality of life. The system, developed by Diego Guarin, Ph.D., an assistant professor of applied physiology and kinesiology in the UF College of Health and Human Performance, applies machine learning to analyze video recordings of patients performing the finger-tapping test, a standard test for Parkinson's disease that involves quickly tapping the thumb and index finger 10 times. "By studying these videos, we could detect even the smallest alterations in hand…
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Building Industry IoT and M2M Solutions With Databricks for Communications

Building Industry IoT and M2M Solutions With Databricks for Communications

The communications industry is experiencing immense change due to rapid technological advancements and evolving market trends. Communications service providers (CSP) build various solutions to manage their networks for monitoring and optimisation and personalised experiences for their customers. With the broader implementation of 5G networks by CSPs and significant investments in IoT (Internet of Things), M2M (Machine to Machine) solutions across industries such as automotive, manufacturing, retail, healthcare, and logistics, CSPs are uniquely positioned to increase their revenue by monetising their networks with additional solutions and services. This blog focuses on building IoT and M2M solutions with Databricks. We will see…
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The Techno-Humanist Manifesto

The Techno-Humanist Manifesto

Subscribe to Freethink Weekly At Freethink, we believe the daily news should inspire people to build a better world. While most media is fueled by toxic politics and negativity, we focus on solutions: the smartest people, the biggest ideas, and the most ground breaking technology shaping our future. Notice: JavaScript is required for this content. Source link lol
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I tried 5 ways to add protein to my coffee. Egg whites were good, but the best add-in was completely undetectable.

I tried 5 ways to add protein to my coffee. Egg whites were good, but the best add-in was completely undetectable.

Thanks for signing up! Access your favorite topics in a personalized feed while you're on the go. download the app By clicking “Sign Up”, you accept our Terms of Service and Privacy Policy. You can opt-out at any time by visiting our Preferences page or by clicking "unsubscribe" at the bottom of the email. My morning brew is sacred. But I know drinking it first thing on an empty stomach isn't great.Luckily, my social-media feeds have been full of "proffee" (protein coffee) recipes lately, and it turns out the internet trend actually has some merit."Consuming protein along with coffee can…
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