2024

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Could AI Replace Software Engineers? Meet Devin, the First AI-Driven Engineer

Analytics Vidhya

Introduction Software development is on the brink of a transformative shift as artificial intelligence (AI) continues to push the boundaries of what was once deemed impossible. Enter Devin AI, an AI software engineer developed by the innovative minds at Cognition. This groundbreaking creation aims to revolutionize how we approach software development, streamlining the process and […] The post Could AI Replace Software Engineers?

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Image Editing with Gaussian Splatting

Unite.AI

A new collaboration between researchers in Poland and the UK proposes the prospect of using Gaussian Splatting to edit images, by temporarily interpreting a selected part of the image into 3D space, allowing the user to modify and manipulate the 3D representation of the image, and then applying the transformation. To change the orientation of the cat's head, the relevant section is moved into 3D space via Gaussian Splatting, and then manipulated by the user.

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Apple opts for Google chips in AI infrastructure, sidestepping Nvidia

AI News

In a report published on Monday, it was disclosed that Apple sidestepped industry leader Nvidia in favour of chips designed by Google. Instead of employing Nvidia’s GPUs for its artificial intelligence software infrastructure, Apple will use Google chips as the cornerstone of AI-related features and tools set to launch soon. The fact that Apple chose to use Google’s cloud infrastructure is quite interesting because Nvidia has already captured this market, bringing Google, Amazon.com,

Big Data 348
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How a solid generative AI strategy can improve telecom network operations

IBM Journey to AI blog

Generative AI (gen AI) has transformed industries with applications such as document-based Q&A with reasoning, customer service chatbots and summarization tasks. These use cases have demonstrated the impressive capabilities of large language models (LLMs) in understanding and generating human-like responses, particularly in fields requiring nuanced language understanding and inferencing.

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The Tumultuous IT Landscape is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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Building the Same App across Various Web Frameworks

Eugene Yan

Comparing five implementations built with FastAPI, FastHTML, Next.

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How AlphaChip transformed computer chip design

DeepMind

Our AI method has accelerated and optimized chip design, and its superhuman chip layouts are used in hardware around the world. AlphaChip was one of the first reinforcement learning approaches.

AI 154
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OpenAI Releases Swarm: An Experimental AI Framework for Building, Orchestrating, and Deploying Multi-Agent Systems

Marktechpost

In the rapidly evolving world of artificial intelligence, one pressing challenge that developers face is orchestrating complex multi-agent systems. These systems, involving multiple AI agents working collaboratively, often present significant difficulties in coordination, control, and scalability. Current solutions tend to be heavy, requiring extensive resource allocation, which complicates deployment and testing.

OpenAI 141
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Game-Changer: How the World’s First GPU Leveled Up Gaming and Ignited the AI Era

NVIDIA

In 1999, fans lined up at Blockbuster to rent chunky VHS tapes of The Matrix. Y2K preppers hoarded cash and canned Spam, fearing a worldwide computer crash. Teens gleefully downloaded Britney Spears and Eminem on Napster. But amid the caffeinated fizz of turn-of-the-millennium tech culture, something more transformative was unfolding. The release of NVIDIA’s GeForce 256 twenty-five years ago today, overlooked by all but hardcore PC gamers and tech enthusiasts at the time, would go on to lay the

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GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Machine Learning Research at Apple

Recent advancements in Large Language Models (LLMs) have sparked interest in their formal reasoning capabilities, particularly in mathematics. The GSM8K benchmark is widely used to assess the mathematical reasoning of models on grade-school-level questions. While the performance of LLMs on GSM8K has significantly improved in recent years, it remains unclear whether their mathematical reasoning capabilities have genuinely advanced, raising questions about the reliability of the reported metrics.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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How to Fix ‘AI’s Original Sin’

O'Reilly Media

Last month, TheNew York Times claimed that tech giants OpenAI and Google have waded into a copyright gray area by transcribing the vast volume of YouTube videos and using that text as additional training data for their AI models despite terms of service that prohibit such efforts and copyright law that the Times argues places them in dispute. The Times also quoted Meta officials as saying that their models will not be able to keep up unless they follow OpenAI and Google’s lead.

OpenAI 141
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What is Data Science? – The Complete Guide

Great Learning

Data Science is a combination of mathematics, statistics, machine learning, and computer science. Data Science is collecting, analyzing and interpreting data to gather insights into the data that can help decision-makers make informed decisions. Data Science is used in almost every industry today that can predict customer behavior and trends and identify new opportunities.

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Unlocking the Future of Healthcare: Exploring AI Ambient Clinical Voice and AI Medical Scribes

Unite.AI

The healthcare industry is rapidly entering the next era of its technology-driven story, with AI (artificial intelligence) being a chief accelerator. Data shows that 75% of healthcare providers and professionals think AI-related technologies will be “widespread” in the next three years. While industry leaders are still determining where AI can best serve patients and healthcare professionals, AI medical scribes for clinical documentation are proving to be an impactful use case and cannot be igno

AI 354
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Bringing the full power of Copilot to more people and businesses

Microsoft AI

As we kick off a new year, we’re thrilled to see people increasingly using and loving Microsoft Copilot for work and life. Our goal is to empower every person and every organization on the planet to achieve more by bringing Copilot, the everyday AI companion, to millions of people around the world. We have reached.

AI 145
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Dont Let AI Pass You By: The New Era of Personalized Sales Coaching & Development

Speaker: Brendan Sweeney, VP of Sales & Devyn Blume, Sr. Account Executive

Are you curious about how artificial intelligence is reshaping sales coaching, learning, and development? Join Brendan Sweeney and Devyn Blume of Allego for an engaging new webinar exploring AI's transformative role in sales coaching and performance improvement! Brendan and Devyn will share actionable insights and strategies for integrating AI into coaching and development - ensuring personalized, effective, and scalable training!

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With generative AI, don’t believe the hype (or the anti-hype)

IBM Journey to AI blog

No technology in human history has seen as much interest in such a short time as generative AI (gen AI). Many leading tech companies are pouring billions of dollars into training large language models (LLMs). But can this technology justify the investment? Can it possibly live up to the hype? High hopes Back in the spring of 2023—quite a long time in the artificial intelligence (AI) space—Goldman Sachs released a report estimating that the emergence of generative AI could boost globa

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Video generation models as world simulators

OpenAI

We explore large-scale training of generative models on video data. Specifically, we train text-conditional diffusion models jointly on videos and images of variable durations, resolutions and aspect ratios. We leverage a transformer architecture that operates on spacetime patches of video and image latent codes. Our largest model, Sora, is capable of generating a minute of high fidelity video.

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Artificial Intelligence Brain

Flipboard

Generative AI—think Dall.E, ChatGPT-4, and many more—is all the rage. It’s remarkable successes, and occasional catastrophic failures, have kick-started important debates about both the scope and dangers of advanced forms of artificial intelligence.

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AlphaProteo generates novel proteins for biology and health research

DeepMind

New AI system designs proteins that successfully bind to target molecules, with potential for advancing drug design, disease understanding and more.

AI 159
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How To Select the Right Software for Innovation Management

Finding the right innovation management software is like picking a racing bike—it's essential to consider your unique needs rather than just flashy features. This oversight can stall your innovation efforts. Download now to explore key considerations for success!

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Google AI Researchers Propose Astute RAG: A Novel RAG Approach to Deal with the Imperfect Retrieval Augmentation and Knowledge Conflicts of LLMs

Marktechpost

Retrieval-augmented generation (RAG) has become a key technique in enhancing the capabilities of LLMs by incorporating external knowledge into their outputs. RAG methods enable LLMs to access additional information from external sources, such as web-based databases, scientific literature, or domain-specific corpora, which improves their performance in knowledge-intensive tasks.

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NVIDIA AI Summit DC: Industry Leaders Gather to Showcase AI’s Real-World Impact

NVIDIA

Washington, D.C., is where possibility has always met policy, and AI presents unparalleled opportunities for tackling global challenges. NVIDIA’s AI Summit in Washington, set for October 7-9, will gather industry leaders to explore how AI addresses some of society’s most significant challenges. Held at the Ronald Reagan Building and JW Marriott in the heart of the nation’s capital, the event will focus on the potential of AI to drive breakthroughs in healthcare, cybersecurity, manufacturing and

Robotics 133
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OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Machine Learning Research at Apple

The reproducibility and transparency of large language models are crucial for advancing open research, ensuring the trustworthiness of results, and enabling investigations into data and model biases, as well as potential risks. To this end, we release OpenELM, a state-of-the-art open language model. OpenELM uses a layer-wise scaling strategy to efficiently allocate parameters within each layer of the transformer model, leading to enhanced accuracy.

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We Need To Talk About GenAI Accuracy

Artificial Lawyer

Generative AI is without doubt the most powerful technology to be applied to the legal sector since the arrival of digital tools, yet it has a serious challenge: accuracy.

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The New Frontier: A Guide to Monetizing AI Offerings

Speaker: Michael Mansard and Katherine Shealy

Generative AI is no longer just an exciting technological advancement––it’s a seismic shift in the SaaS landscape. Companies today are grappling with how to not only integrate AI into their products but how to do so in a way that makes financial sense. With the cost of developing AI capabilities growing, finding a flexible monetization strategy has become mission critical.

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Two sides of the same coin: GenAI and AI

SAS Software

“Generative AI is essentially just a subcategory of AI; it’s not that new algorithms have been invented.” Marinela Profi, AI Product Strategy Lead at SAS, says it up front and directly in her most recent podcast interview. “It takes a variety of data points, code, images and then, based on [.

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Muscle-Powered Robotics: A New Frontier in Biomimetic Engineering

Unite.AI

In a notable development in the field of robotics, researchers at ETH Zurich and the Max Planck Institute for Intelligent Systems have unveiled a new robotic leg that mimics biological muscles more closely than ever before. This innovation marks a significant departure from traditional robotics, which has relied on motor-driven systems for nearly seven decades.

Robotics 344
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Introducing Databricks Apps

databricks

Summary Databricks Apps, a new way to build and deploy internal data and AI applications, is now available in Public Preview on AWS.

AI 136
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What Is an NPU?

Extreme Tech

What does 'NPU' stand for, and what can it do? Do you need one? Here's what you need to know about this emerging technology.

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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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3 big AI trends to watch in 2024

Microsoft AI

AI is expected to become more accessible, nuanced and integrated in technologies that help people. Here are three AI trends to watch in 2024.

AI 143
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How Microsoft found a potential new battery material using AI

Flipboard

Samples of the new solid electrolyte discovered by Microsoft AI and HPC tools. | Photo by Dan DeLong for Microsoft. Artificial intelligence (AI) and large-scale cloud computing is speeding up the search for new battery materials. An AI-enhanced collaboration between Microsoft and the Pacific Northwest National Laboratory (PNNL) has already produced one promising new material, which the two are sharing publicly today.

AI 181
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TacticAI: an AI assistant for football tactics

DeepMind

As part of our multi-year collaboration with Liverpool FC, we develop a full AI system that can advise coaches on corner kicks

AI 158