Tue.Nov 26, 2024

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Can AI World Models Really Understand Physical Laws?

Unite.AI

The great hope for vision-language AI models is that they will one day become capable of greater autonomy and versatility, incorporating principles of physical laws in much the same way that we develop an innate understanding of these principles through early experience. For instance, children's ball games tend to develop an understanding of motion kinetics , and of the effect of weight and surface texture on trajectory.

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How to Choose Best ML Model for your Usecase?

Analytics Vidhya

Machine learning (ML) has become a cornerstone of modern technology, enabling businesses and researchers to make data-driven decisions with greater precision. However, with the vast number of ML models available, choosing the right one for your specific use case can be challenging. Whether you’re working on a classification task, predicting trends, or building a recommendation […] The post How to Choose Best ML Model for your Usecase?

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Which IDEs do software engineers love, and why?

Flipboard

It’s been nearly 6 months since our research into which AI tools software engineers use, in the mini-series, AI tooling for software engineers: reality check. At the time, the most popular tools were ChatGPT for LLMs, and GitHub copilot for IDE-integrated tooling. Then this summer, I saw the Cursor IDE becoming popular around when Anthropic’s Sonnet 3.5 model was released, which has superior code generation compared to ChatGPT.

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Beyond Large Language Models: How Large Behavior Models Are Shaping the Future of AI

Unite.AI

Artificial intelligence (AI) has come a long way, with large language models (LLMs) demonstrating impressive capabilities in natural language processing. These models have changed the way we think about AI’s ability to understand and generate human language. While they are excellent at recognizing patterns and synthesizing written knowledge, they struggle to mimic the way humans learn and behave.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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I Tried AISuite by AndrewNg, and It is GREAT!

Analytics Vidhya

Andrew Ng recently released AISuite, an open-source Python package designed to streamline the use of large language models (LLMs) across multiple providers. This innovative tool simplifies the complexities of working with diverse LLMs by allowing seamless switching between models with a simple “provider:model” string. By significantly reducing integration overhead, AISuite enhances flexibility and accelerates application […] The post I Tried AISuite by AndrewNg, and It is GREAT

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Sumer Johal, CEO of Almanac – Interview Series

Unite.AI

Sumer Johal is a global leader with over 25 years of professional experience in building and managing digital-first organizations across multiple industries and geographies. Mr. Johal has spent the most recent decade of his professional career addressing systemic challenges in environmental stewardship and sustainability, food security, rural livelihoods and digital access equity – within agriculture- and rural-centric ecosystems.

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OpenAI’s Sora video generator appears to have leaked

Flipboard

A group appears to have leaked access to Sora, OpenAI’s video generator, in protest of what they’re calling duplicity and “art washing” on OpenAI’s part.

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Guide to Booleans in Python

Analytics Vidhya

Boolean values are the primary imperative of making decisions in Python as statements allow programs to make decisions and then pursue specific actions. In fact, no matter where you are in your code and whether you are testing for the existence of a file, confirming user input, or building your logic within applications, getting to […] The post Guide to Booleans in Python appeared first on Analytics Vidhya.

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How AI is saving billions of years of human research time

Flipboard

Can AI compress the yearslong research time of a PhD into seconds?

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Build a read-through semantic cache with Amazon OpenSearch Serverless and Amazon Bedrock

AWS Machine Learning Blog

In the field of generative AI , latency and cost pose significant challenges. The commonly used large language models (LLMs) often process text sequentially, predicting one token at a time in an autoregressive manner. This approach can introduce delays, resulting in less-than-ideal user experiences. Additionally, the growing demand for AI-powered applications has led to a high volume of calls to these LLMs, potentially exceeding budget constraints and creating financial pressures for organizatio

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A.I. Agents Are Here: What Are They and Will They Take Away Human Jobs?

Flipboard

Observer spoke to tech leaders and experts, including Lenovo Group CEO Yang Yuanqing. Imagine having an A.I.

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Skimpy: Alternative to Pandas describe() for Data Summarization

Analytics Vidhya

Data summarization is an essential first step in any data analysis workflow. While Pandas’ describe() function has been a go-to tool for many, its functionality is limited to numeric data and provides only basic statistics. Enter Skimpy, a Python library designed to offer detailed, visually appealing, and comprehensive data summaries for all column types.

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Inflection CEO says it’s done trying to make next generation AI models

Flipboard

Just last year, Inflection AI was as hot as a startup could be, releasing best-in-class AI models it claimed could outperform technology from OpenAI, Meta, and Google.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Nvidia 'Fugatto' AI Model Can Invent Completely New Sounds

Extreme Tech

A screaming cello? Sure, why not?

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Changing a single number among billions can destroy an AI model

Flipboard

Today's huge AI models are composed of several billion numbers known as weights and changing just one of them can destroy their ability to function, leading to “gibberish” output

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Hugging Face Releases SmolVLM: A 2B Parameter Vision-Language Model for On-Device Inference

Marktechpost

In recent years, there has been a growing demand for machine learning models capable of handling visual and language tasks effectively, without relying on large, cumbersome infrastructure. The challenge lies in balancing performance with resource requirements, particularly for devices like laptops, consumer GPUs, or mobile devices. Many vision-language models (VLMs) require significant computational power and memory, making them impractical for on-device applications.

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Uber Expands Into AI Data Labeling Using Gig-Coders for Hire

Flipboard

Uber Technologies Inc.’s gig-economy workforce now includes programmers. The company is expanding beyond its rideshare roots to enter a hot new market: helping other businesses outsource some of their artificial intelligence development to independent contractors.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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When the Atari 2600 Launched Home Video Games

Extreme Tech

The revised and updated Second Edition of Adventure, by ExtremeTech editor-in-chief Jamie Lendino, details what it was like to play the Atari 2600 when it was new and exciting.

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ChatGPT for iOS adds new shortcut for using SearchGPT

Flipboard

As we reported last month, OpenAI has finally launched SearchGPT, which is essentially a search engine developed by OpenAI that uses artificial intelligence to find and combine the best results from the web. And with the latest ChatGPT update for iOS, it’s now easier to use SearchGPT.

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Exploring Memory Options for Agent-Based Systems: A Comprehensive Overview

Marktechpost

Large language models (LLMs) have transformed the development of agent-based systems for good. However, managing memory in these systems remains a complex challenge. Memory mechanisms enable agents to maintain context, recall important information, and interact more naturally over extended periods. While many frameworks assume access to GPT or other proprietary APIs, the potential for local models to outperform GPT-3 or similar systems opens the door for more customized solutions.

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Lawyer Sanctioned Over AI-Hallucinated Case Cites, Quotations

Flipboard

A Texas attorney faces sanctions for using case cites that refer to nonexistent cases and quotations also made up by generative AI.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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Litera Buys Office & Dragons + In-depth Interview

Artificial Lawyer

Legal tech group Litera has bought Office & Dragons, a pioneer in mass drafting and editing, and which leverages intuitive automation and generative AI to.

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Why We Don’t Know AI's True Water Footprint | TechPolicy.Press

Flipboard

Miranda Gabbott is a British journalist and copywriter who writes about culture and technology.

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Read graphs, diagrams, tables, and scanned pages using multimodal prompts in Amazon Bedrock

AWS Machine Learning Blog

Large language models (LLMs) have come a long way from being able to read only text to now being able to read and understand graphs, diagrams, tables, and images. In this post, we discuss how to use LLMs from Amazon Bedrock to not only extract text, but also understand information available in images. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI

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How AI depicts San Francisco — and what it gets wrong

Flipboard

At first glance, this is a normal photo of San Francisco. Scroll down Editor's note: Every image on this page is generated by AI. Enjoy!

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Enhanced observability for AWS Trainium and AWS Inferentia with Datadog

AWS Machine Learning Blog

This post is co-written with Curtis Maher and Anjali Thatte from Datadog. This post walks you through Datadog’s new integration with AWS Neuron , which helps you monitor your AWS Trainium and AWS Inferentia instances by providing deep observability into resource utilization, model execution performance, latency, and real-time infrastructure health, enabling you to optimize machine learning (ML) workloads and achieve high-performance at scale.

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Artists With Early Access to A.I. Tool Release Blistering Open Letter, Decrying ‘Art Washing’

Flipboard

The artists published a copy of the tool on Hugging Face, an open-source platform for machine learning and artificial intelligence.

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Huawei's New Mate 70 Smartphones Move Beyond Android

Extreme Tech

The Mate 70 series can run HarmonyOS NEXT, which doesn't work with Android apps.

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