AI News
OCTOBER 28, 2024
MIT researchers have developed a robot training method that reduces time and cost while improving adaptability to new tasks and environments. The approach – called Heterogeneous Pretrained Transformers (HPT) – combines vast amounts of diverse data from multiple sources into a unified system, effectively creating a shared language that generative AI models can process.
IBM Journey to AI blog
OCTOBER 30, 2024
US regulators including the Office of the Comptroller of the Currency (OCC), Securities and Exchange Commission (SEC), Federal Reserve Board (FRB) and others mandate financial services organizations to prove that laws, rules and regulations (LRRs) are covered across their risk governance framework. This oversight helps ensure a secure and sound control environment that aligns with the organization’s risk tolerance and heightened regulatory standards.
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AssemblyAI
OCTOBER 31, 2024
The transition to online communication—from sales calls to internal meetings to educational coursework—has created significant opportunities for new AI-powered tools and platforms that help individuals fully use all this digital data. One predominant AI feature that has risen in popularity is AI-powered transcript summarizers. In addition to providing an immediate transcript of a virtual meeting or lecture (using AI speech-to-text ), AI transcript summarizers can summarize th
Unite.AI
OCTOBER 31, 2024
Anthropic has just released Claude 3.5, a powerful new version of its LLM series. While this model brings improved reasoning and coding skills, the real excitement centers around a new feature called “Computer Use.” This capability lets developers guide Claude to interact with the computer like a person—navigating screens, moving cursors, clicking, and typing.
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
Analytics Vidhya
OCTOBER 30, 2024
Tumors, which are abnormal growths that can develop on brain tissues, pose significant challenges to the Central Nervous System. To detect unusual activities in the brain, we rely on advanced medical imaging techniques like MRI and CT scans. However, accurately identifying tumors can be complex due to their diverse shapes and textures, requiring careful analysis […] The post Classification of MRI Scans using Radiomics and MLP appeared first on Analytics Vidhya.
Artificial Intelligence Zone brings together the best content for AI and ML professionals from the widest variety of thought leaders.
AssemblyAI
OCTOBER 31, 2024
Building AI applications with speech recognition should be straightforward: process audio, get structured data, take action. Yet despite the industry's claims of +90% accuracy, developers face a persistent challenge: the gap between raw audio files and reliable, structured outputs. The hidden cost of "good enough" speech-to-text Consider a simple example: Your application needs to parse "sarah.johnson@acme-corp.com" from an audio stream.
Unite.AI
OCTOBER 30, 2024
Ashish Nagar is the CEO and founder of Level AI , taking his experience at Amazon on the Alexa team to use artificial intelligence to transform contact center operations. With a strong background in technology and entrepreneurship, Ashish has been instrumental in driving the company’s mission to enhance the efficiency and effectiveness of customer service interactions through advanced AI solutions.
Analytics Vidhya
OCTOBER 30, 2024
Imagine trying to navigate through hundreds of pages in a dense document filled with tables, charts, and paragraphs. Finding a specific figure or analyzing a trend would be challenging enough for a human; now imagine building a system to do it. Traditional document retrieval systems often rely heavily on text extraction, losing critical context provided […] The post Hands-On Multimodal Retrieval and Interpretability (ColQwen + Vespa) appeared first on Analytics Vidhya.
Eugene Yan
OCTOBER 26, 2024
Look at and label your data, build and evaluate your LLM-evaluator, and optimize it against your labels.
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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?
Marktechpost
OCTOBER 31, 2024
In recent years, the surge in large language models (LLMs) has significantly transformed how we approach natural language processing tasks. However, these advancements are not without their drawbacks. The widespread use of massive LLMs like GPT-4 and Meta’s LLaMA has revealed their limitations when it comes to resource efficiency. These models, despite their impressive capabilities, often demand substantial computational power and memory, making them unsuitable for many users, particularly
Unite.AI
OCTOBER 30, 2024
Starting a business is no small feat! Did you know 23.2% of new businesses fail in their first year ? That's why having a clear, well-structured plan can make all the difference in crossing that daunting threshold. I recently came across Upmetrics. It's a cloud-based business planning tool that guides you through every stage of your business plan with a seamless, user-friendly experience!
Analytics Vidhya
OCTOBER 27, 2024
In today’s age of rapid technological advancements, virtual try-on chatbot are revolutionizing how users experience shopping by allowing them to “try on” garments before making a purchase. This article will walk you through a virtual try-on prototype built using Flask, Twilio’s WhatsApp API, and Hugging Face’s Gradio API, which enables users to send photos via WhatsApp and […] The post Building a Virtual Try-On Chatbot on WhatsApp with Flask, Twilio, and Gradio API appeared first on Analyt
NVIDIA
OCTOBER 29, 2024
As the world transitions from general-purpose to accelerated computing, finding a path to building data center infrastructure at scale is becoming more important than ever. Enterprises must navigate uncharted waters when designing and deploying infrastructure to support these new AI workloads. Constant developments in model capabilities and software frameworks, along with the novelty of these workloads, mean best practices and standardized approaches are still in their infancy.
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
Marktechpost
NOVEMBER 1, 2024
Natural Language Processing (NLP) focuses on building computational models to interpret and generate human language. With advancements in transformer-based models, large language models (LLMs) have shown impressive English NLP capabilities, enabling applications ranging from text summarization and sentiment analysis to complex reasoning tasks. However, NLP for Hindi still needs to be improved, mainly due to a need for high-quality Hindi data and language-specific models.
Unite.AI
OCTOBER 29, 2024
Nfinite, a company he established in 2016 after encountering challenges while decorating his first apartment. Nfinite transforms the online shopping experience by offering retailers and brands AI-powered, immersive, engaging, and personalized visual content at scale. What inspired you to transition from law and financial services to founding Nfinite, a company focused on e-merchandising and spatial intelligence?
Analytics Vidhya
NOVEMBER 1, 2024
Let’s start from the beginning!! With Google’s inception, our lives have become much easier than we ever imagined – if you want to explore any place before visiting, “Just Google It”; if you want to know about the history of the world dates back to the Stone Age, “Just Google It” and so on. However, […] The post ChatGPT Search: AI Search Engine Challenging Google Monopoly appeared first on Analytics Vidhya.
AWS Machine Learning Blog
NOVEMBER 1, 2024
As enterprises increasingly embrace generative AI , they face challenges in managing the associated costs. With demand for generative AI applications surging across projects and multiple lines of business, accurately allocating and tracking spend becomes more complex. Organizations need to prioritize their generative AI spending based on business impact and criticality while maintaining cost transparency across customer and user segments.
Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin
As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.
Marktechpost
OCTOBER 28, 2024
LLMWare.ai , a pioneer in deploying and fine-tuning Small Language Models (SLMs) announced today the launching of Model Depot in Hugging Face, one of the largest collections of SLMs that are optimized for Intel PCs. With over 100 models spanning multiple use cases such as chat, coding, math, function calling, and embedding models, Model Depot aims to provide to the open-source AI community an unprecedented collection of the latest SLMs that are optimized for Intel-based PCs in Intel’s OpenVINO a
Unite.AI
OCTOBER 30, 2024
A Problem As more large companies invest in AI agents, viewing them as the future of operational efficiency, a growing wave of skepticism is emerging. While there’s excitement about the potential of these technologies, many organizations are finding that the reality often falls short of the hype. This disappointment can largely be attributed to two main issues: overhyped promises and the highly specific nature of business problems.
Analytics Vidhya
OCTOBER 30, 2024
Hey there, fellow Python enthusiast! Have you ever wished your NumPy code run at supersonic speed? Meet JAX! Your new best friend in your machine learning, deep learning, and numerical computing journey. Think of it as NumPy with superpowers. It can automatically handle gradients, compile your code to run fast using JIT, and even run […] The post Guide to Lightning-fast JAX appeared first on Analytics Vidhya.
Extreme Tech
OCTOBER 28, 2024
After an upcoming remaster was said to be compatible with 'Nintendo platforms,' fans began to speculate that the Switch 2 announcement would come before Nintendo's Nov. 5 earnings report.
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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!
Marktechpost
OCTOBER 27, 2024
The world of technology is constantly evolving, and programming languages are at the heart. With countless options available, it can be overwhelming to choose the correct programming language for your project or career. Even though most programming languages can do almost anything, they usually have tools and libraries built for specific jobs. We present an overview of the top 25 programming languages and their primary use cases. 1.
Unite.AI
NOVEMBER 1, 2024
After the rise of generative AI, artificial intelligence is on the brink of another significant transformation with the advent of agentic AI. This change is driven by the evolution of Large Language Models (LLMs) into active, decision-making entities. These models are no longer limited to generating human-like text; they are gaining the ability to reason, plan, tool-using, and autonomously execute complex tasks.
Analytics Vidhya
OCTOBER 29, 2024
In today’s AI landscape, the ability to integrate external knowledge into models, beyond the data they were initially trained on, has become a game-changer. This advancement is driven by Retrieval Augmented Generation, in short RAG. RAG allows AI systems to dynamically access and utilize external information. Various tools have emerged to simplify both the integration […] The post 8 Popular Tools for RAG Applications appeared first on Analytics Vidhya.
OCTOBER 31, 2024
With OpenAI’s new real-time search feature, ChatGPT is positioning itself as a competitor to traditional search engines like Google.
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.
Marktechpost
OCTOBER 28, 2024
In recent years, formal software verification has gained prominence, especially in fields where software reliability is critical, such as aerospace engineering, finance, and healthcare. Proof assistants like Coq have been instrumental in ensuring the correctness of software by enabling developers to create mathematical proofs to verify their code. However, writing such formal proofs is a labor-intensive and time-consuming task, requiring considerable expertise.
Unite.AI
OCTOBER 31, 2024
Today’s business landscape is arguably more competitive and complex than ever before: Customer expectations are at an all-time high and businesses are tasked with meeting (or exceeding) those needs, while simultaneously creating new products and experiences that will provide consumers with even more value. At the same time, many organizations are strapped for resources, contending with budgetary constraints, and dealing with ever-present business challenges like supply chain latency.
Analytics Vidhya
NOVEMBER 1, 2024
Retrievers play a crucial role in the LangChain framework by providing a flexible interface that returns documents based on unstructured queries. Unlike vector stores, retrievers are not required to store documents; their primary function is to retrieve relevant information. While vector stores can serve as the backbone of a retriever, various types of retrievers exist, […] The post 3 Advanced Strategies for Retrievers in LangChain appeared first on Analytics Vidhya.
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