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Showing posts from September, 2024

FusionANNS: A Next-Gen ANNS Solution that Combines CPU/GPU Cooperative Processing for Enhanced Performance, Scalability, and Cost Efficiency

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FusionANNS: A Next-Gen ANNS Solution that Combines CPU/GPU Cooperative Processing for Enhanced Performance, Scalability, and Cost Efficiency Approximate nearest neighbor search (ANNS) is a critical technology that powers various AI-driven applications such as data mining, search engines, and recommendation systems. The primary objective of ANNS is to identify the closest vectors to a given query in high-dimensional spaces. This process is essential in contexts where finding similar items quickly is crucial, such […] The post FusionANNS: A Next-Gen ANNS Solution that Combines CPU/GPU Cooperative Processing for Enhanced Performance, Scalability, and Cost Efficiency appeared first on MarkTechPost . Summary The article introduces FusionANNS, an advanced solution for approximate nearest neighbor search (ANNS), which is vital for AI applications like data mining and recommendation systems. FusionANNS enhances performance, scalability, and cost efficiency by utilizing cooperative processing

Microsoft Researchers Introduce Advanced Query Categorization System to Enhance Large Language Model Accuracy and Reduce Hallucinations in Specialized Fields

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Microsoft Researchers Introduce Advanced Query Categorization System to Enhance Large Language Model Accuracy and Reduce Hallucinations in Specialized Fields Large language models (LLMs) have revolutionized the field of AI with their ability to generate human-like text and perform complex reasoning. However, despite their capabilities, LLMs need help with tasks requiring domain-specific knowledge, especially in healthcare, law, and finance. When trained on large datasets, these models often miss critical information from specialized domains, leading to […] The post Microsoft Researchers Introduce Advanced Query Categorization System to Enhance Large Language Model Accuracy and Reduce Hallucinations in Specialized Fields appeared first on MarkTechPost . Summary Microsoft researchers have developed an advanced query categorization system aimed at improving the accuracy of large language models (LLMs) and reducing hallucinations, particularly in specialized fields like healthcare, law,

Are Small Language Models Really the Future of Language Models? Allen Institute for Artificial Intelligence (Ai2) Releases Molmo: A Family of Open-Source Multimodal Language Models

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Are Small Language Models Really the Future of Language Models? Allen Institute for Artificial Intelligence (Ai2) Releases Molmo: A Family of Open-Source Multimodal Language Models Multimodal models represent a significant advancement in artificial intelligence by enabling systems to process and understand data from multiple sources, like text and images. These models are essential for applications like image captioning, answering visual questions, and assisting in robotics, where understanding visual and language inputs is crucial. With advances in vision-language models (VLMs), AI […] The post Are Small Language Models Really the Future of Language Models? Allen Institute for Artificial Intelligence (Ai2) Releases Molmo: A Family of Open-Source Multimodal Language Models appeared first on MarkTechPost . Summary The Allen Institute for Artificial Intelligence (Ai2) has introduced Molmo, a new family of open-source multimodal language models. These models represent a significant adva

A Novel AI Approach to Multicut-Mimicking Networks for Hypergraphs with Constraints

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A Novel AI Approach to Multicut-Mimicking Networks for Hypergraphs with Constraints Graph sparsification is a fundamental tool in theoretical computer science that helps to reduce the size of a graph without losing key properties. Although many sparsification methods have been introduced, hypergraph separation and cut problems have become highly relevant due to their widespread application and theoretical challenges. Hypergraphs offer more accurate modeling of complex real-world […] The post A Novel AI Approach to Multicut-Mimicking Networks for Hypergraphs with Constraints appeared first on MarkTechPost . Summary The article discusses a new artificial intelligence method for addressing multicut-mimicking networks in hypergraphs with constraints. It highlights the importance of graph sparsification, a technique used in theoretical computer science to reduce graph size while preserving essential properties. The increasing relevance of hypergraph separation and cut problems is noted, e

Researchers at Rice University Introduce RAG-Modulo: An Artificial Intelligence Framework for Improving the Efficiency of LLM-Based Agents in Sequential Tasks

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Researchers at Rice University Introduce RAG-Modulo: An Artificial Intelligence Framework for Improving the Efficiency of LLM-Based Agents in Sequential Tasks Solving sequential tasks requiring multiple steps poses significant challenges in robotics, particularly in real-world applications where robots operate in uncertain environments. These environments are often stochastic, meaning robots face variability in actions and observations. A core goal in robotics is to improve the efficiency of robotic systems by enabling them to handle long-horizon tasks, which […] The post Researchers at Rice University Introduce RAG-Modulo: An Artificial Intelligence Framework for Improving the Efficiency of LLM-Based Agents in Sequential Tasks appeared first on MarkTechPost . Summary Researchers at Rice University have developed RAG-Modulo, an artificial intelligence framework designed to enhance the efficiency of large language model (LLM)-based agents when performing sequential tasks. The framewor

The best Fitbits for your fitness and health

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The best Fitbits for your fitness and health Fitbit makes an array of fitness trackers, from basic fitness bands to full-fledged smartwatches, though the best Fitbit smartwatch isn’t technically a Fitbit. | Photo illustration by William Joel / The Verge Whether you want a basic fitness tracker or a smartwatch, there’s a Fitbit for everyone — though the best Fitbit smartwatch isn’t technically a Fitbit. Continue reading… Summary The article discusses the variety of Fitbit devices available, catering to different needs ranging from basic fitness trackers to advanced smartwatches. It notes that while there are many Fitbits to choose from, the best smartwatch option may not actually be a Fitbit. The article emphasizes that there is a suitable Fitbit for everyone, regardless of their fitness and health goals. This article was summarized using ChatGPT

YouTube Premium subscribers are reporting price hikes around the globe

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YouTube Premium subscribers are reporting price hikes around the globe Illustration: Alex Castro / The Verge YouTube is telling Premium subscribers outside the US that they’ll be paying more for the service soon, social media users began reporting over the weekend. So far, the higher prices are being reported in regions that include the EU, the Middle East, and South America, according to Android Authority . The price increases affect both individual and family plans. In some EU countries, people have said they were told their family plans will be going from €17.99 to €25.99 (or €11.99 to €13.99 for individuals) starting on November 7th . Posts on social media are reporting similar increases in places like Singapore , Colombia , and Saudi Arabia . A Reddit user is tracking the amounts in one thread. Another Reddit user posted screenshots of a... Continue reading… Summary YouTube is set to increase prices for its Premium subscription service in

Enhancing Large Language Models with Diverse Instruction Data: A Clustering and Iterative Refinement Approach

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Enhancing Large Language Models with Diverse Instruction Data: A Clustering and Iterative Refinement Approach Large language models (LLMs) have become a pivotal part of artificial intelligence, enabling systems to understand, generate, and respond to human language. These models are used across various domains, including natural language reasoning, code generation, and problem-solving. LLMs are usually trained on vast amounts of unstructured data from the internet, allowing them to develop broad […] The post Enhancing Large Language Models with Diverse Instruction Data: A Clustering and Iterative Refinement Approach appeared first on MarkTechPost . Summary The article discusses advancements in enhancing large language models (LLMs) by utilizing diverse instruction data through a clustering and iterative refinement approach. LLMs play a crucial role in artificial intelligence by enabling systems to understand and generate human language. They are extensively applied in areas such as n

This Research Paper Discusses Space-Efficient Algorithms for Integer Programming with Few Constraints

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This Research Paper Discusses Space-Efficient Algorithms for Integer Programming with Few Constraints Integer Linear Programming (ILP) is the foundation of combinatorial optimization, which is extensively applied across numerous industries to resolve challenging decision-making issues. Under a set of linear equality constraints, an ILP aims to minimize or maximize a linear objective function, with the important condition that all variables must be integers. Even while ILP is an […] The post This Research Paper Discusses Space-Efficient Algorithms for Integer Programming with Few Constraints appeared first on MarkTechPost . Summary The article discusses a research paper focused on space-efficient algorithms for Integer Linear Programming (ILP), a crucial area in combinatorial optimization used in various industries for decision-making problems. ILP involves optimizing a linear objective function under linear equality constraints, with the stipulation that all variables must be integer

Watch the iPhone 16’s electrically-charged battery replacement process SoftBank’s Masayoshi Son has been planning his comeback

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Watch the iPhone 16’s electrically-charged battery replacement process SoftBank’s Masayoshi Son has been planning his comeback image: iFixit No sooner has the Phone 16 lineup arrived than the folks at iFixit start taking them apart , a process made easier this time around by the day-one release of repair manuals from Apple. The disassembly process shows the Camera control is a real button that moves, along with a flex cable that likely measures force, and the heat sink that appears positioned to keep the A18 chip’s Neural Engine cool while it handles AI workloads. For this year’s refresh, the base iPhone 16 may be more interesting than the Pro model for one reason — it’s the first one using electrically debondable adhesive for its battery enclosure. As reported in June by The Information , Apple isn’t using the new adhesive on all of its phones yet, but now we have a lot more... Continue reading… A new Financial Times profile of Mayayoshi Son o

Welcome to the new and improved Verge Deals newsletter

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Welcome to the new and improved Verge Deals newsletter Image: Cath Virginia / The Verge Hey, folks! Every week for the past four years, the team behind Verge Deals has combed the web, looking for the best deals and discounts on the tech we love most at The Verge . We pride ourselves in having tried and tested every product we recommend — well, almost every product — and we continue to share those deals with our readers via our daily deal coverage and Verge Deals newsletter. That being said, everyone could use a little change every now and again. No, Verge Deals is not going away — quite the contrary, actually. We’ve given our newsletter a fresh coat of virtual paint to reflect our new(ish) colors and design language, and we plan to continue to deliver a fresh batch of deals to your inbox every Friday afternoon. This time,... Continue reading… Summary The Verge Deals newsletter has received a redesign to reflect a new color scheme and design langu

This AI Paper by NVIDIA Introduces NVLM 1.0: A Family of Multimodal Large Language Models with Improved Text and Image Processing Capabilities

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This AI Paper by NVIDIA Introduces NVLM 1.0: A Family of Multimodal Large Language Models with Improved Text and Image Processing Capabilities Multimodal large language models (MLLMs) focus on creating artificial intelligence (AI) systems that can interpret textual and visual data seamlessly. These models aim to bridge the gap between natural language understanding and visual comprehension, allowing machines to cohesively process various forms of input, from text documents to images. Understanding and reasoning across multiple modalities is […] The post This AI Paper by NVIDIA Introduces NVLM 1.0: A Family of Multimodal Large Language Models with Improved Text and Image Processing Capabilities appeared first on MarkTechPost . Summary NVIDIA has introduced NVLM 1.0, a new family of multimodal large language models (MLLMs) designed to enhance the processing of both text and images. These AI systems aim to improve the understanding and reasoning capabilities across different types of in

This AI Paper Introduces a Comprehensive Framework for LLM-Driven Software Engineering Tasks

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This AI Paper Introduces a Comprehensive Framework for LLM-Driven Software Engineering Tasks Software engineering integrates principles from computer science to design, develop, and maintain software applications. As technology advances, the complexity of software systems increases, creating challenges in ensuring efficiency, accuracy, and overall performance. Artificial intelligence, particularly using Large Language Models (LLMs), has significantly impacted this field. LLMs now automate tasks like code generation, debugging, and software […] The post This AI Paper Introduces a Comprehensive Framework for LLM-Driven Software Engineering Tasks appeared first on MarkTechPost . Summary The article discusses the introduction of a comprehensive framework for utilizing Large Language Models (LLMs) in software engineering tasks. As software systems become increasingly complex, integrating artificial intelligence, especially LLMs, can help automate essential processes such as code generatio

Zeno emerges from stealth to crib Tesla’s master plan for Africa and beyond

Zeno emerges from stealth to crib Tesla’s master plan for Africa and beyond The startup has been methodically exploring how batteries might transform life in emerging markets © 2024 TechCrunch. All rights reserved. For personal use only. Summary Zeno, a new startup, has come out of stealth mode with a focus on leveraging battery technology to enhance lives in emerging markets, drawing inspiration from Tesla's strategic vision. The company aims to explore and implement innovative battery solutions that could significantly impact various aspects of life in Africa and beyond. This article was summarized using ChatGPT

DreamHOI: A Novel AI Approach for Realistic 3D Human-Object Interaction Generation Using Textual Descriptions and Diffusion Models

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DreamHOI: A Novel AI Approach for Realistic 3D Human-Object Interaction Generation Using Textual Descriptions and Diffusion Models Early attempts in 3D generation focused on single-view reconstruction using category-specific models. Recent advancements utilize pre-trained image and video generators, particularly diffusion models, to enable open-domain generation. Fine-tuning on multi-view datasets improved results, but challenges persisted in generating complex compositions and interactions. Efforts to enhance compositionality in image generative models faced difficulties in transferring techniques […] The post DreamHOI: A Novel AI Approach for Realistic 3D Human-Object Interaction Generation Using Textual Descriptions and Diffusion Models appeared first on MarkTechPost . Summary The article discusses DreamHOI, a new AI approach designed for generating realistic 3D human-object interactions based on textual descriptions using diffusion models. It highlights the evolution of 3D genera

SpaceX dinged by FAA for failing to get mission changes approved

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SpaceX dinged by FAA for failing to get mission changes approved Image: Cath Virginia / The Verge | Photo by STR / NurPhoto, Getty Images On Tuesday, the Federal Aviation Administration (FAA) proposed a set of fines that total $633,009 over what it says were two instances of SpaceX launching missions with unapproved changes in violation of its license, as well as skipping a required step for launch. In response, SpaceX CEO Elon Musk threatened to sue the agency on a claim of “regulatory overreach.” The FAA says one set of fines totaling $350,000 is related to a June 18th, 2023 launch in which SpaceX used an “unapproved launch control room for the PSN SATRIA mission,” and skipped a required “T-2 hour readiness poll.” The company had requested approval for the changes in May, the FAA says, but never got it. Similarly, the company sought clearance for a new rocket propellant... Continue reading… Summary The Federal Aviation Administration (FAA) has p

Comet Launches Opik: A Comprehensive Open-Source Tool for End-to-End LLM Evaluation, Prompt Tracking, and Pre-Deployment Testing with Seamless Integration

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Comet Launches Opik: A Comprehensive Open-Source Tool for End-to-End LLM Evaluation, Prompt Tracking, and Pre-Deployment Testing with Seamless Integration Comet has unveiled Opik, an open-source platform designed to enhance the observability and evaluation of large language models (LLMs). This tool is tailored for developers and data scientists to monitor, test, and track LLM applications from development to production. Opik offers a comprehensive suite of features that streamline the evaluation process and improve the overall […] The post Comet Launches Opik: A Comprehensive Open-Source Tool for End-to-End LLM Evaluation, Prompt Tracking, and Pre-Deployment Testing with Seamless Integration appeared first on MarkTechPost . Summary Comet has introduced Opik, an open-source platform aimed at improving the evaluation and observability of large language models (LLMs). Designed for developers and data scientists, Opik provides tools for monitoring, testing, and tracking LLM applications

Intuitive Machines lands $4.8B NASA contract to build Earth-moon communications infrastructure

Intuitive Machines lands $4.8B NASA contract to build Earth-moon communications infrastructure NASA wants to establish a permanent human presence on the moon, but right now, astronauts have to be in direct line of sight with Earth to phone home.  The space agency is looking to change that with its developing Near Space Network, and it’s willing to pay potentially huge sums to private companies to help […] © 2024 TechCrunch. All rights reserved. For personal use only. Summary Intuitive Machines has secured a substantial $4.8 billion contract from NASA to develop a communications infrastructure between Earth and the moon. This initiative aims to support NASA's goal of establishing a permanent human presence on the moon, addressing the current limitation where astronauts can only communicate with Earth when in direct line of sight. The project is part of NASA's Near Space Network, which seeks to enhance communication capabilities in lunar exploration. This article was summarized

In US v. Google, YouTube’s CEO defends the Google way

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In US v. Google, YouTube’s CEO defends the Google way Image: Cath Virginia / The Verge The word of the day in US v. Google was “parking.” As in: did Google buy some of its most ascendant and dangerous competitors in the online advertising business, all the while planning on parking them off in some far-flung corner of the company so that no one could possibly upset Google’s dominance? That is a central question of the government’s entire case against Google, and it came up over and over on Monday morning. To kick off the second week of the landmark antitrust trial over Google’s control of online advertising, the Department of Justice called Neal Mohan, the CEO of YouTube and a longtime Google advertising executive. Mohan came to Google in 2008 through Google’s acquisition of DoubleClick, which formed the basis of Google’s... Continue reading… Summary In the ongoing antitrust trial, US v. Google, the focus is on whether Google has strategically acqu

Microsoft Research Evaluates the Inconsistencies and Sensitivities of GPT-4 in Performing Deterministic Tasks: Analyzing the Impact of Minor Modifications on AI Performance

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Microsoft Research Evaluates the Inconsistencies and Sensitivities of GPT-4 in Performing Deterministic Tasks: Analyzing the Impact of Minor Modifications on AI Performance Large language models (LLMs) like GPT-4 have become a significant focus in artificial intelligence due to their ability to handle various tasks, from generating text to solving complex mathematical problems. These models have demonstrated capabilities far beyond their original design, mainly to predict the next word in a sequence. While their utility spans numerous industries, […] The post Microsoft Research Evaluates the Inconsistencies and Sensitivities of GPT-4 in Performing Deterministic Tasks: Analyzing the Impact of Minor Modifications on AI Performance appeared first on MarkTechPost . Summary The article discusses a study by Microsoft Research that examines the inconsistencies and sensitivities of the GPT-4 model when performing deterministic tasks. It highlights how minor modifications can significantly im

Stanford Researchers Introduce EntiGraph: A New Machine Learning Method for Generating Synthetic Data to Improve Language Model Performance in Specialized Domains

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Stanford Researchers Introduce EntiGraph: A New Machine Learning Method for Generating Synthetic Data to Improve Language Model Performance in Specialized Domains Artificial intelligence (AI) has made significant strides in recent years, especially with the development of large-scale language models. These models, trained on massive datasets like internet text, have shown impressive abilities in knowledge-based tasks such as answering questions, summarizing content, and understanding instructions. However, despite their success, these models need help regarding specialized domains where […] The post Stanford Researchers Introduce EntiGraph: A New Machine Learning Method for Generating Synthetic Data to Improve Language Model Performance in Specialized Domains appeared first on MarkTechPost . Summary Stanford researchers have developed a new machine learning method called EntiGraph, aimed at generating synthetic data to enhance the performance of language models in specialized domains

IBM makes developing for quantum computers easier with the Qiskit Functions Catalog

IBM makes developing for quantum computers easier with the Qiskit Functions Catalog IBM today launched the Qiskit Functions Catalog, a new set of services that aims to make programming quantum computers easier by abstracting away many of the complexities of working with these machines. “I do think it’s the next big transition ince we put the quantum computer on the cloud,” Jay Gambetta, IBM’s VP in charge […] © 2024 TechCrunch. All rights reserved. For personal use only. Summary IBM has introduced the Qiskit Functions Catalog, a new set of services designed to simplify the programming of quantum computers by reducing the complexities involved. Jay Gambetta, IBM's VP overseeing the initiative, believes this development represents a significant advancement following the introduction of cloud-based quantum computing. This article was summarized using ChatGPT

Apple will charge more to swap your iPhone 16 Pro battery

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Apple will charge more to swap your iPhone 16 Pro battery Image: Nilay Patel Apple has hiked the price of its battery repair service for the iPhone 16 Pro and Pro Max . Now, it will cost $119 to get your battery replaced in either phone — a $20 jump over its older fee. The price remains the same for the standard and “Plus” models, as do those for last year’s phones, as MacRumors notes . The company doesn’t seem to have started charging more for other battery replacements yet, but it wouldn’t be unexpected. In 2022, Apple drove the cost of iPhone 14 battery service up by $30 to $99 . Increases for iPad, MacBook, and older iPhone battery repairs came after that , and Apple Watches followed suit later . (One longs for the salad days of battery drama-induced $29 battery replacements !) Defective batteries are covered... Continue reading… Summary Apple has increased the price for battery replacement services for the iPhone 16 Pro and Pro Max to $119,

LLaMA-Omni: A Novel AI Model Architecture Designed for Low-Latency and High-Quality Speech Interaction with LLMs

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LLaMA-Omni: A Novel AI Model Architecture Designed for Low-Latency and High-Quality Speech Interaction with LLMs Large language models (LLMs) have emerged as powerful general-purpose task solvers, capable of assisting people in various aspects of daily life through conversational interactions. However, the predominant reliance on text-based interactions has significantly limited their application in scenarios where text input and output are not optimal. While recent advancements, such as GPT4o, have introduced speech […] The post LLaMA-Omni: A Novel AI Model Architecture Designed for Low-Latency and High-Quality Speech Interaction with LLMs appeared first on MarkTechPost . Summary The article discusses LLaMA-Omni, a new AI model architecture designed to enhance low-latency and high-quality speech interactions with large language models (LLMs). While LLMs have proven effective in various tasks through text-based communication, their application has been limited in situations where tex

Piiranha-v1 Released: A 280M Small Encoder Open Model for PII Detection with 98.27% Token Detection Accuracy, Supporting 6 Languages and 17 PII Types, Released Under MIT License

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Piiranha-v1 Released: A 280M Small Encoder Open Model for PII Detection with 98.27% Token Detection Accuracy, Supporting 6 Languages and 17 PII Types, Released Under MIT License The Internet Integrity Initiative Team has made a significant stride in data privacy by releasing Piiranha-v1, a model specifically designed to detect and protect personal information. This tool is built to identify personally identifiable information (PII) across a wide variety of textual data, providing an essential service at a time when digital privacy concerns are […] The post Piiranha-v1 Released: A 280M Small Encoder Open Model for PII Detection with 98.27% Token Detection Accuracy, Supporting 6 Languages and 17 PII Types, Released Under MIT License appeared first on MarkTechPost . Summary The Internet Integrity Initiative Team has launched Piiranha-v1, a 280 million parameter small encoder model focused on detecting personally identifiable information (PII). This model boasts an impressive token detec

DeepWell DTx receives FDA clearance for its therapeutic video game developer tools

DeepWell DTx receives FDA clearance for its therapeutic video game developer tools There’s something oddly refreshing about starting the day by solving the Wordle. According to DeepWell DTx, there’s a scientific explanation for why our brains might feel just a bit better after a quick break to play a game. In fact, DeepWell now has the FDA clearance to support its claim that video games can treat […] © 2024 TechCrunch. All rights reserved. For personal use only. Summary DeepWell DTx has received FDA clearance for its developer tools designed for therapeutic video games, highlighting the potential mental health benefits of gaming. The company suggests that playing games, such as Wordle, can positively impact brain function, supporting the idea that video games can serve as a form of treatment. This article was summarized using ChatGPT

Google AI Introduces DataGemma: A Set of Open Models that Utilize Data Commons through Retrieval Interleaved Generation (RIG) and Retrieval Augmented Generation (RAG)

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Google AI Introduces DataGemma: A Set of Open Models that Utilize Data Commons through Retrieval Interleaved Generation (RIG) and Retrieval Augmented Generation (RAG) Google has introduced a groundbreaking innovation called DataGemma, designed to tackle one of modern artificial intelligence’s most significant problems: hallucinations in large language models (LLMs). Hallucinations occur when AI confidently generates information that is either incorrect or fabricated. These inaccuracies can undermine AI’s utility, especially for research, policy-making, or other important decision-making processes. In response, […] The post Google AI Introduces DataGemma: A Set of Open Models that Utilize Data Commons through Retrieval Interleaved Generation (RIG) and Retrieval Augmented Generation (RAG) appeared first on MarkTechPost . Summary Google has launched DataGemma, a set of open models aimed at addressing the issue of hallucinations in large language models (LLMs). Hallucinations refer to in

Dave and Varo Bank execs are coming to TechCrunch Disrupt 2024

Dave and Varo Bank execs are coming to TechCrunch Disrupt 2024 The rise of neobanks has been fascinating to witness, as a number of companies in recent years have grown from merely challenging traditional banks to being massive players in and of themselves. Dave and Varo Bank are just two examples of such neobanks. Hear Dave co-founder and CEO Jason Wilk and Varo Bank founder and […] © 2024 TechCrunch. All rights reserved. For personal use only. Summary Dave and Varo Bank executives, including Dave co-founder and CEO Jason Wilk, will be speaking at TechCrunch Disrupt 2024. The article highlights the significant growth of neobanks like Dave and Varo Bank, which have evolved from challenging traditional banks to becoming major players in the financial sector. This article was summarized using ChatGPT

Enhancing Sparse-view 3D Reconstruction with LM-Gaussian: Leveraging Large Model Priors for High-Quality Scene Synthesis from Limited Images

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Enhancing Sparse-view 3D Reconstruction with LM-Gaussian: Leveraging Large Model Priors for High-Quality Scene Synthesis from Limited Images Recent advancements in sparse-view 3D reconstruction have focused on novel view synthesis and scene representation techniques. Methods like Neural Radiance Fields (NeRF) and 3D Gaussian Splatting (3DGS) have shown significant success in accurately reconstructing complex real-world scenes. Researchers have proposed various enhancements to improve performance, speed, and quality. Sparse view scene reconstruction techniques employ regularization […] The post Enhancing Sparse-view 3D Reconstruction with LM-Gaussian: Leveraging Large Model Priors for High-Quality Scene Synthesis from Limited Images appeared first on MarkTechPost . Summary The article discusses recent advancements in sparse-view 3D reconstruction techniques, particularly focusing on novel view synthesis and scene representation methods like Neural Radiance Fields (NeRF) and 3D Gaussia

The best smartwatches for Android

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The best smartwatches for Android Photo illustration by William Joel / The Verge Wear OS is much better than it used to be, so there’s never been a better time to consider a smartwatch. Continue reading… Summary The article discusses the improvements in Wear OS, highlighting that it's now a great time to consider purchasing a smartwatch for Android. It suggests that the advancements in the operating system have enhanced the overall experience, making smartwatches more appealing than before. This article was summarized using ChatGPT

The Pioneers Behind Large Language Models

The Pioneers Behind Large Language Models The Pioneers Behind Large Language Models In recent years, Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP), enabling machines to generate human-like text, translate languages, and even engage in meaningful conversations. But who are the visionaries behind these groundbreaking models? In this blog post, we'll explore the journey and the key contributors who laid the foundation for LLMs. Early Foundations in Language Modeling The concept of language modeling isn't new; it dates back several decades. Early statistical models focused on predicting the next word in a sequence based on probability distributions. However, these models were limited by computational constraints and the lack of large datasets. The Rise of Neural Networks The advent of neural networks and deep learning in the late 20th and early 21st centuries marked a significant turning point. Researchers like Geoffrey

Hugging Face Model Comparison

The Rise of LLMs and Hugging Face's Top Models The rise of large language models (LLMs) has revolutionized the field of artificial intelligence, enabling advancements in natural language understanding, generation, and many specialized applications. Hugging Face, a leading hub for AI model development, offers a wide range of LLMs that are widely used for various tasks like text generation, summarization, translation, and more. In this blog post, we will compare some of Hugging Face's most popular LLMs, breaking down their unique features, use cases, and performance. 1. GPT-Based Models (GPT-2 and GPT-3) Overview: GPT-2 and GPT-3 are generative language models from OpenAI, with GPT-3 being a much larger and more capable successor of GPT-2. They are built on the transformer architecture, and their primary purpose is generating human-like text based on the input prompt. Key Features: GPT-2:

Oura has acquired metabolic health startup Veri

Oura has acquired metabolic health startup Veri Blood sugar levels are foundational to the Veri platform. © 2024 TechCrunch. All rights reserved. For personal use only. Summary Oura has acquired Veri, a startup focused on metabolic health, which centers around monitoring blood sugar levels. This article was summarized using ChatGPT

Google dominates online ads, says antitrust trial witness, but publishers are feeling ‘stuck’

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Google dominates online ads, says antitrust trial witness, but publishers are feeling ‘stuck’ Image: Cath Virginia / The Verge, Getty Images Google’s tool that lets publishers sell ad space on their websites is ubiquitous, but that’s largely a testament to how hard it is for customers to get out of it, one former publishing executive testified in federal court on Tuesday. “I felt like they were holding us hostage,” said Stephanie Layser, a former programmatic advertising executive at News Corp (which owns brands like The Wall Street Journal and the New York Post ) who now works at AWS. Layser was testifying as a government witness in the Justice Department’s second antitrust case against Google, which is accusing the company of monopolizing the markets for ad tech tools and illegally tying together two of its products. Layser was one of three witnesses the court heard from on... Continue reading… Summary In a recent antitrust trial against Google,

Sony announces the PS5 Pro with a larger GPU, advanced ray tracing, and AI upscaling

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Sony announces the PS5 Pro with a larger GPU, advanced ray tracing, and AI upscaling Image: Sony The PS5 Pro is official. After months of leaks, Sony just announced a more powerful PS5 console during a special technical presentation. Mark Cerny, the lead architect of the PS5 console, revealed says the PS5 Pro improves on the original console in three key ways: a larger GPU, advanced ray tracing, and custom AI-driven upscaling. The PS5 Pro will launch on November 7th, priced at $699.99, and it looks similar to the slim version of the PS5 — just like recent leaks suggested it would. It has three stripes down the side, and appears to lack a disc drive. The hardware upgrades inside will result in 45 percent faster rendering, according to Cerny, and should improve the detail of certain games and frame rates. One of the key reasons for... Continue reading… Summary Sony has officially announced the PS5 Pro, a more powerful version of its gaming console,

Creator startup Spotter raises another $7.4M

Creator startup Spotter raises another $7.4M Spotter, a startup that underwrites creators and offers AI tools, raised $7.4 million, according to a Form D filing viewed by TechCrunch. A representative for Spotter confirmed the filing’s legitimacy, but did not offer further details. This additional funding is much smaller than Spotter’s most recent raise, a $200 million Series D round led by […] © 2024 TechCrunch. All rights reserved. For personal use only. Summary Spotter, a startup that provides underwriting and AI tools for creators, has raised $7.4 million, as confirmed by a Form D filing. While the company acknowledged the funding, no further details were provided. This latest amount is significantly smaller compared to Spotter's previous $200 million Series D funding round. This article was summarized using ChatGPT

YC alum Odigos aims to help enterprises find errors and stamp out latency in their systems

YC alum Odigos aims to help enterprises find errors and stamp out latency in their systems Companies’ data architecture today looks nothing like it did 20 years ago, but monitoring and tracing tools haven’t followed suit, making it difficult for engineering teams to identify the root cause of errors and latency issues.  Israeli developer Eden Federman thinks the solution is distributed tracing, a more advanced observability method, but he found adoption […] © 2024 TechCrunch. All rights reserved. For personal use only. Summary Odigos, a startup founded by YC alum Eden Federman, aims to improve how enterprises monitor their systems by addressing errors and latency issues. Federman believes that the key lies in distributed tracing, an advanced observability method that is not widely adopted despite the evolving data architecture of modern companies. Current monitoring tools have not kept pace with these changes, making it challenging for engineering teams to pinpoint problems effectivel

US v. Google redux: all the news from the ad tech trial

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US v. Google redux: all the news from the ad tech trial Image: Cath Virginia / The Verge, Getty Images Google and the government recently wrapped their search antitrust case, which ended in a judge finding Google to be a monopolist. Continue reading… Summary The article discusses the conclusion of a recent antitrust trial involving Google, where a judge determined that the company is a monopolist in the search market. This case is part of ongoing scrutiny of Google's practices in the advertising technology sector. The trial has generated significant interest and highlights the government's efforts to regulate tech giants. This article was summarized using ChatGPT

These new Aukey wireless chargers come with cooling fans

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These new Aukey wireless chargers come with cooling fans AUKEY Aukey debuted three new magnetic wireless chargers at IFA in Berlin that come with fans to keep your phone cooler while it’s charging. The company says that means the chargers, called the MagFusion 3-in-1 Pro , the MagFusion GameFrost , and the MagFusion Dash Pro , will charge your phone faster, too. All three use the Qi2 standard, which means up to 15-watt charging for compatible phones and backward compatibility with normal Qi devices. Aukey claims they can drop charging temperatures as much as 68 degrees Fahrenheit compared to “traditional wireless chargers.” The MagFusion 3-in-1 Pro stand can simultaneously charge an iPhone, AirPods, and an Apple Watch. It can tilt up and down over a 30-degree range, also. The MagFusion GameFrost is,... Continue reading… Summary Aukey has unveiled three new magnetic wireless chargers at IFA in Berlin, featuring built-in cooling fans to keep devic

The Try Guys say their subscription strategy is working

The Try Guys say their subscription strategy is working After a rough couple years, YouTube creators The Try Guys said they’re on-track to reach profitability, with subscriptions to their three-month-old, ad-free service 2nd Try now accounting for 20% of the company’s revenue. Of course, those numbers also mean The Try Guys remain reliant on other revenue streams, including YouTube advertising. But in an interview […] © 2024 TechCrunch. All rights reserved. For personal use only. Summary The Try Guys, a group of YouTube creators, report that their subscription service, 2nd Try, is proving successful, contributing to 20% of their revenue just three months after launch. Despite this progress towards profitability, they still depend on other income sources, such as YouTube advertising. This article was summarized using ChatGPT

Aptos CEO Mo Shaikh shares his journey to web3 and market opportunities in Asia and Middle East

Aptos CEO Mo Shaikh shares his journey to web3 and market opportunities in Asia and Middle East TechCrunch sat down with Shaikh this week at the Korea Blockchain Week 2024 conference in Seoul to talk about Aptos' expansion; its partnerships with major Asian web2 companies; and how Aptos uses blockchain to make financial transactions seamless and cost-effective. © 2024 TechCrunch. All rights reserved. For personal use only. Summary In a recent interview with TechCrunch during the Korea Blockchain Week 2024, Aptos CEO Mo Shaikh discussed the company's growth and its strategies for expanding in the Asian and Middle Eastern markets. He highlighted Aptos' partnerships with prominent web2 companies in Asia and explained how the blockchain technology employed by Aptos facilitates seamless and cost-effective financial transactions. This article was summarized using ChatGPT

Boeing Starliner has completed its lonely return to Earth

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Boeing Starliner has completed its lonely return to Earth Starliner just after undocking from the ISS. | Screenshot: YouTube The Boeing Starliner spacecraft successfully completed its uncrewed flight back to Earth, NASA announced overnight . The return ended the Starliner’s most recent flight test months later than intended and leaves its original crew, NASA astronauts Barry “Butch” Wilmore and Suni Williams, aboard the International Space Station until next year. The Starliner touched down right on time at 12:01 AM ET at White Sands Space Harbor in New Mexico, according to NASA. Officials at the agency hailed its successful descent: “I am extremely proud of the work our collective team put into this entire flight test, and we are pleased to see Starliner’s safe return,” said Ken Bowersox, associate administrator, Space Operations Mission Directorate at NASA... Continue reading… Summary The Boeing Starliner spacecraft successfully completed its

Coinbase’s no-good, very bad summer

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Coinbase’s no-good, very bad summer Look out below! | Illustration by Alex Castro / The Verge It’s been a minute since I checked in on our friends at Coinbase, and so when I saw Reuters noting that a class action suit would be going ahead , I thought perhaps we should all reflect together on Coinbase’s cruel summer. The company’s shares have fallen by more than a third in the last 6 months, to $147.95 as of this writing, from $238.55 on March 6th. On the company’s first day of trading , in April 2021, its closing price was $328.28. Quite a turn of fortune! Certainly some price fluctuation can be chalked up to the vagaries of the cryptocurrency market — Coinbase was trading at $153.98 at the start of this year, before a Bitcoin ETF got approved . When Bitcoin began a run in February, Coinbase also started trading up. Still, there... Continue reading… Summary The article discusses the recent struggles of Coinbase, noting that the company's shares

Google faces provisional antitrust charges in UK for ‘self-preferencing’ its ad exchange

Google faces provisional antitrust charges in UK for ‘self-preferencing’ its ad exchange More antitrust woes for Google. The U.K’.s competition watchdog said on Friday that it suspects the company of adtech antitrust abuses. The tech giant will now have a chance to respond to the provisional findings before the regulator reaches a final decision. Confirmed violations of U.K. competition law can lead to corrective orders and fines […] © 2024 TechCrunch. All rights reserved. For personal use only. Summary The U.K. competition watchdog has announced provisional antitrust charges against Google, suspecting the company of engaging in antitrust abuses related to its ad exchange practices, specifically "self-preferencing." Google will be allowed to respond to these findings before the regulator makes a final decision. If violations of U.K. competition law are confirmed, Google could face corrective orders and fines. This article was summarized using ChatGPT

ChromeOS just copied one of Windows 11’s best features

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ChromeOS just copied one of Windows 11’s best features Snap Groups is basically Snap Layouts for Chromebooks. | Illustration: The Verge Google is rolling out a new ChromeOS update that makes it easier to keep your on-screen apps organized, copy text from images, and adjust camera and microphone settings on Chromebook devices. One of the more notable features introduced in ChromeOS 128 is Snap Groups — a feature similar to Windows 11’s Snap layouts that allows you to easily group apps together in a variety of fullscreen layouts. The feature is even triggered the same way as Microsoft does it, by hovering over the maximize app button. The ChromeOS camera app now supports Optical Character Recognition (OCR) to extract text from captured images of letters or other documents. It allows users to copy or search the text in images, more easily convert images into searchable... Continue reading… Summary Google has announced a new update for ChromeOS, int

Startup accuses Nvidia and Microsoft of infringing on patents and forming a cartel

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Startup accuses Nvidia and Microsoft of infringing on patents and forming a cartel Illustration: Cath Virginia / The Verge A startup funded by the cofounder of Yahoo and CTO of Intel is suing Nvidia and Microsoft for allegedly infringing on its patent for a key innovation in AI chips and being part of a buying cartel that allegedly sought to artificially fix lower prices for the technology. In a new lawsuit, Texas-based Xockets says Nvidia has infringed on its patented data processing unit (DPU) technology, which helps make cloud infrastructure more efficient by accelerating data-intensive workloads. Xockets says the chip giant inherited the infringement through its 2020 acquisition of Mellanox. It claims Mellanox initially infringed on its patent after Xockets publicly demonstrated its DPU tech at a conference in 2015. Xockets alleges that three of... Continue reading… Summary A startup called Xockets, backed by a cofounder of Yahoo and the CTO of