Tue.Aug 06, 2024

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AI music sparks new copyright battle in US courts

AI News

The emergence of AI systems that can create songs presents the music industry with a new challenge. This phenomenon has sparked numerous discussions on concepts such as creativity, copyright, and the development of the music industry. Some artists, recording studios, and legal experts have taken an interest in this issue and raised important questions that highlight the necessity of finding the optimal balance between technology and human work.

Big Data 283
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Factorial Program in Python

Analytics Vidhya

Introduction Suppose for instance that you are cooking a meal that will have a certain taste that you desire if only the sequence of processes is followed as expected. Likewise, in mathematics and programming, getting factorial definition of a number requires a unique sequence of multiplication of a series of decrement positive integers. Factorials’ operation […] The post Factorial Program in Python appeared first on Analytics Vidhya.

Python 289
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OpenAI hit by leadership exodus as three key figures depart

AI News

OpenAI is facing a leadership crisis as three key figures announce their departure. The news comes amid a tumultuous year for the AI powerhouse, marked by legal battles and high-profile exits. John Schulman, a co-founder of OpenAI, is leaving for rival Anthropic. Schulman confirmed his departure in a statement on X. “I’ve made the difficult decision to leave OpenAI,” Schulman wrote. “This choice stems from my desire to deepen my focus on AI alignment, and to start a new c

OpenAI 276
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Pandas vs Polars: A Comprehensive Comparison

Analytics Vidhya

Introduction Suppose that you are right in the middle of a data project, dealing with huge sets and attempting to find as many patterns as you can as quickly as possible. You grab for the usual data manipulation tool, but what if there is a best appropriate tool that will improve your work output? Switching […] The post Pandas vs Polars: A Comprehensive Comparison appeared first on Analytics Vidhya.

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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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Messy Data Is Preventing Enterprise AI Adoption – How Companies Can Untangle Themselves

Unite.AI

Health startups are saying that unclear regulations are stifling AI innovation in the sector. Of course, such precautions are necessary in the healthcare industry, where it’s literally a case of life or death. But what makes less sense is the sluggish adoption of AI across enterprise SaaS – a space that isn’t being held back by red tape like other sectors are.

AI 256

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Hidden risk of shadow data and shadow AI leads to higher breach costs

IBM Journey to AI blog

Security leaders are used to thinking about defense-in-depth and ensuring their security stack and overall architecture provide resilience and protection. While this paradigm holds true today, it may be time to think about shifting to data-first security. This means data management that corresponds with today’s use cases , and where data is the central asset that requires protection through its entire lifecycle, use, and disposal.

AI 222
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Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 for free

Analytics Vidhya

Introduction Picture this: You’re working on a cool project: a new app, website, or game. You want a place where you can not only store your code but also collaborate with others, keep track of changes, and maybe even show off your work to potential employers or developers. That’s where GitHub comes in! But it […] The post Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 for free appeared first on Analytics Vidhya.

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Derek Collison, Founder & CEO of Synadia – Interview Series

Unite.AI

Derek Collison is the Founder & CEO of Synadia. Synadia invented the open source connective technology, NATS.io. With NATS you can easily connect all your applications and data at a global scale, no matter what language they are written in or where they are running. Derek Collison is a 30 year industry veteran, entrepreneur, and pioneer in secure and large-scale distributed systems and cloud computing.

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Serverless use cases: How enterprises are using the technology to let developers innovate

IBM Journey to AI blog

Serverless, or serverless computing, is an approach to software development that empowers developers to build and run application code without having to worry about maintenance tasks like installing software updates, security, monitoring and more. With the rise of cloud computing , serverless has become a popular tool for organizations looking to give developers more time to write and deploy code.

DevOps 113
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15 Modern Use Cases for Enterprise Business Intelligence

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

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SGLang: Efficient Execution of Structured Language Model Programs

Unite.AI

Large language models (LLMs) are increasingly utilized for complex tasks requiring multiple generation calls, advanced prompting techniques, control flow, and structured inputs/outputs. However, efficient systems for programming and executing these applications are lacking. SGLang, a newly introduced system, aims to address this by providing efficient execution of complex language model programs.

LLM 130
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Allen Institute for AI (AI2) Released a New Bundle of OLMo 1B and 7B Assets

Marktechpost

The Allen Institute for Artificial Intelligence AI2 has taken a significant step in advancing open-source language models with the launch of OLMo (Open Language Model). This framework provides researchers and academics with comprehensive access to data, training code, models, and evaluation tools, fostering collaborative research in the field of AI.

AI 130
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Build custom generative AI applications powered by Amazon Bedrock

AWS Machine Learning Blog

With last month’s blog, I started a series of posts that highlight the key factors that are driving customers to choose Amazon Bedrock. I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs.

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Meta presents Self-Taught Evaluators: A New AI Approach that Aims to Improve Evaluators without Human Annotations and Outperforms Commonly Used LLM Judges Such as GPT-4

Marktechpost

Advancements in NLP have led to the development of large language models (LLMs) capable of performing complex language-related tasks with high accuracy. These advancements have opened up new possibilities in technology and communication, allowing for more natural and effective human-computer interactions. A significant problem in NLP is the reliance on human annotations for model evaluation.

LLM 124
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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

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

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

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5 Top Large Language Models & Generative AI Books

Towards AI

Author(s): Youssef Hosni Originally published on Towards AI. Master LLMs & Generative AI Through These Five Books This article reviews five key books that explore the rapidly evolving fields of large language models (LLMs) and generative AI, providing essential insights into these transformative technologies. NLP with Transformers introduces readers to transformer architecture for natural language processing, offering practical guidance on using Hugging Face for tasks like text classificatio

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Writer Releases Palmyra-Med and Palmyra-Fin Models: Outperforming Other Comparable Models, like GPT-4, Med-PaLM-2, and Claude 3.5 Sonnet

Marktechpost

The field of generative AI is increasingly focusing on creating models tailored to specific industries, enhancing performance in areas such as healthcare and finance. This specialization aims to meet the unique demands of these sectors, which require high accuracy and compliance due to their complex and regulated nature. In healthcare and finance, traditional AI models often fall short of providing the precision and efficiency needed for industry-specific tasks.

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Meet the Maker: High School Student Develops Robot Guide Dogs With NVIDIA Jetson

NVIDIA

High school student Selin Alara Ornek is looking ahead — using machine learning and the NVIDIA Jetson platform for edge AI and robotics to create robot guide dogs for the visually impaired. The project, called IC4U , is one of seven robots Ornek has created to date, including a school aid robot, named BB4All , that can help prevent bullying with real-time notification and health-monitoring capabilities.

Robotics 117
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PleIAs Released OCRonos-Vintage: A 124 Million Parameter Model Trained on 18 Billion Tokens for Superior OCR Correction in Cultural Heritage Archives

Marktechpost

PleIAs recently announced the release of OCRonos-Vintage , a specialized pre-trained model designed specifically for Optical Character Recognition (OCR) correction. This innovative model represents a significant milestone in OCR technology, particularly in its application to cultural heritage archives. OCRonos-Vintage is a 124 million-parameter model uniquely trained on 18 billion tokens from cultural heritage archives.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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Databricks Clean Rooms for privacy-safe collaboration is in Public Preview

databricks

Fueled by the exponential growth in external data and AI for innovation, organizations across all industries are looking for effective ways to collaborate.

AI 120
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Haize Labs Introduced Sphynx: A Cutting-Edge Solution for AI Hallucination Detection with Dynamic Testing and Fuzzing Techniques

Marktechpost

Haize Labs has recently introduced Sphynx , an innovative tool designed to address the persistent challenge of hallucination in AI models. In this context, hallucinations refer to instances where language models generate incorrect or nonsensical outputs, which can be problematic in various applications. The introduction of Sphynx aims to enhance the robustness and reliability of hallucination detection models through dynamic testing and fuzzing techniques.

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TAI #111; What Does Deepseek’s 10x Cheaper Reused LLM Input Tokens Unlock?

Towards AI

Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, our eyes were again on the rapid progress in LLM inference, in particular, the possibility of significantly reducing the cost for reused input tokens with context caching. We might labor this point a bit much, but the progress in inference compute prices for LLMs is truly unprecedented.

LLM 97
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GenAI Benchmarks Initiative – Key Points From First Meeting

Artificial Lawyer

Last week, the first meeting of the genAI Benchmarks Initiative took place at the London office of CMS. Its goal: to scope out a path for standardising accuracy assessments for genAI legal tools.

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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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Meet Gemma Scope and ShieldGemma: Google DeepMind’s New Releases for Interpretability and Guardrailing

Towards AI

Last Updated on August 7, 2024 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers, and concepts.

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[The AI Show Episode 108]: OpenAI Voice, AI Cloud Wars, Microsoft’s AI Revenue, Meta Earnings and AI, Perplexity Publishers Program & SB-1047 California AI Bill

Marketing AI Institute

ChatGPT finds it’s voice! Join our hosts, Paul Roetzer and Mike Kaput, as they discuss OpenAI's cautious rollout of voice features for ChatGPT, assess Chris Miller's insights on the emerging "cloud war," and examine Microsoft's latest AI-driven financial results. Plus, take a look into Perplexity’s Publishers Program, concerns behind California’s AI Bill SB-1047 and Google’s experimental version of Gemini 1.5 Pro in our rapid fire section.

OpenAI 100
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Building Intelligent Agents from Scratch: A Journey into LLM-Powered Autonomy

Towards AI

Last Updated on August 7, 2024 by Editorial Team Author(s): Anoop Maurya Originally published on Towards AI. Photo by Rock'n Roll Monkey on Unsplash In recent years, the advent of large language models (LLMs) has revolutionized the field of artificial intelligence, making it possible for machines to understand and generate human-like text with unprecedented accuracy.

LLM 92
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The Global AI Cloud War Is Here

Marketing AI Institute

The global competition for AI supremacy is evolving rapidly, shifting from a focus on chip manufacturing to a broader battle for cloud and data center dominance.

AI 102
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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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The Window-Knocking Machine Test

Ines Montani

AI is making futurists of us all. With the dizzying speed of new innovations, it’s clear that our lives and work are going to change. So what’s next? How will technology shape our world going forward? And what tools and products should we build? When imagining what the future could look like, it helps to look back in time and compare past visions to our reality today.

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Tips for Tuning Hyperparameters in Machine Learning Models

Machine Learning Mastery

If you’re familiar with machine learning, you know that the training process allows the model to learn the optimal values for the parameters—or model coefficients—that characterize it. But machine learning models also have a set of hyperparameters whose values you should specify when training the model. So how do you find the optimal values for […] The post Tips for Tuning Hyperparameters in Machine Learning Models appeared first on MachineLearningMastery.com.

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OpenAI's New Voice Assistant: GPT-5 In Disguise?

Marketing AI Institute

OpenAI is rolling out its much-anticipated updated voice assistant for ChatGPT , and early demos are downright impressive.

OpenAI 101