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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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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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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AI in Marketing & Sales: Today’s Tools, Tomorrow’s Potential

Speaker: Kevin Burke

AI is reshaping marketing and sales, empowering professionals to work smarter, faster, and more effectively. This webinar will provide a practical introduction to AI, focusing on its current applications, transformative potential, and strategies for successful implementation in your organization. Using real-world examples and actionable insights, we’ll examine how businesses are leveraging AI to increase efficiency, enhance personalization, and drive measurable results.

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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.

More Trending

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OpenAI gets new $1.5 billion investment from SoftBank, allowing employees to sell shares in a tender offer

Flipboard

OpenAI is allowing employees to sell roughly $1.5 billion worth of shares in a new tender offer to SoftBank, CNBC has learned.

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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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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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AI for Paralegals: Everything You Need to Know (and How to Use It Safely)

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Ready to cut through the AI hype and learn exactly how to use these tools in your legal work? Join this webinar to get practical guidance from attorney and AI legal expert, Joe Stephens, who understands what really matters for legal professionals! What You'll Learn: Evaluate AI Tools Like a Pro 🔍 Learn which tools are worth your time and how to spot potential security and ethics risks before they become problems.

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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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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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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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4 HR Priorities for 2025 to Supercharge Your Employee Experience

Speaker: Carolyn Clark and Miriam Connaughton

Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.

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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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Deploy Meta Llama 3.1-8B on AWS Inferentia using Amazon EKS and vLLM

AWS Machine Learning Blog

With the rise of large language models (LLMs) like Meta Llama 3.1, there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment.

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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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Nvidia 'Fugatto' AI Model Can Invent Completely New Sounds

Extreme Tech

A screaming cello? Sure, why not?

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Trial Prep: What Attorneys Really Want (And How to Deliver It)

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Get ready to uncover what attorneys really need from you when it comes to trial prep in this new webinar! Attorney and law professor, Joe Stephens, J.D., will share proven techniques for anticipating attorney needs, organizing critical documents, and transforming complex information into compelling case presentations. Key Learning Objectives: Organization That Makes Sense 🎯 Learn how to structure and organize case materials in ways that align with how attorneys actually work and think.

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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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Rad AI reduces real-time inference latency by 50% using Amazon SageMaker

AWS Machine Learning Blog

This post is co-written with Ken Kao and Hasan Ali Demirci from Rad AI. Rad AI has reshaped radiology reporting, developing solutions that streamline the most tedious and repetitive tasks, and saving radiologists’ time. Since 2018, using state-of-the-art proprietary and open source large language models (LLMs), our flagship product— Rad AI Impressions — has significantly reduced the time radiologists spend dictating reports, by generating Impression sections.

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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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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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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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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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How Crexi achieved ML models deployment on AWS at scale and boosted efficiency

AWS Machine Learning Blog

This post is co-written with Isaac Smothers and James Healy-Mirkovich from Crexi. With the current demand for AI and machine learning (AI/ML) solutions, the processes to train and deploy models and scale inference are crucial to business success. Even though AI/ML and especially generative AI progress is rapid, machine learning operations (MLOps) tooling is continuously evolving to keep pace.

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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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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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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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Why Everyone Wants to Partner with ServiceNow

Flipboard

Founded two decades ago, Santa Clara-based software giant ServiceNow is a leader in enterprise workflow technology, changing how businesses manage …

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Build an Autonomous AI Assistant with Mosaic AI Agent Framework

databricks

Large language models are revolutionizing how we interact with technology by leveraging advanced natural language processing to perform complex tasks. In recent years.

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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.