Mon.Jul 08, 2024

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What is Temperature in Prompt Engineering?

Analytics Vidhya

Introduction Prompt engineering is key to dealing with large language models (LLMs) such as GPT-4. “Temperature,” one of the most important prompt engineering parameters, greatly impacts the model’s behavior and output. This article examines the idea of temperature in prompt engineering, defines it, outlines its operation, and provides practical advice on utilizing it to modify […] The post What is Temperature in Prompt Engineering?

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Meta’s LLM Compiler: Innovating Code Optimization with AI-Powered Compiler Design

Unite.AI

The quest for efficiency and speed remains vital in software development. Every saved byte and optimized millisecond can significantly enhance user experience and operational efficiency. As artificial intelligence continues to advance, its ability to generate highly optimized code not only promises greater efficiency but also challenges traditional software development methods.

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Difference Between SQL Commit and SQL Rollback

Analytics Vidhya

Introduction Managing data transactions is an important skill to have while working with databases. Tools like Structured Query Language (SQL) help you do this efficiently. It offers an array of built-in commands that can handle transactions, ensuring data integrity and consistency. Two most commonly used commands in this context are COMMIT and ROLLBACK.

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How the electrification of industrial processes can combat climate change

IBM Journey to AI blog

In the late 19th century, manufacturing facilities began adopting electrification as a way to generate cost savings. Now, more than two centuries later, there’s a renaissance in the electrification of industry: from shipping terminals in New Jersey to steel production in New Zealand, industrial operations are turning to electrification more than ever before.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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Rajini++: Programming Language Inspired by Rajinikanth

Analytics Vidhya

Introduction Innovation and creativity frequently cross paths in programming languages in surprising ways. One such instance is the computer language Rajini++, which drew inspiration from the well-known lines of South Indian movie star Rajinikanth. Aadhithya Sankar’s playful and distinctive esoteric programming language Rajini++ (or Rajinipp) is a tribute to the iconic actor.

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Introduction to McCulloch-Pitts Neuron

Analytics Vidhya

Introduction Biological neurons are pivotal in artificial neural network research, mirroring the intricate structures responsible for brain functions. Soma, axons, dendrites, and synapses are part of neurons that help process information. McCulloch-Pitts Neuron is an early computational model that simulates the basic operations of these biological units.

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Build Powerful Speech AI Apps with AssemblyAI and LLM Integrations

AssemblyAI

Hey 👋, this weekly update contains the latest info on our new product features, tutorials, and our community. Join Us On Discord Use Large Language Models With Voice Data Get more from your voice data with our new guides on using Large Language Models (LLMs) with  LeMUR. Learn how to ask questions, summarize, extract, and generate content from your audio data: Ask questions about your audio data : Learn how to use LeMUR to ask questions and get insightful answers about your audio da

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What is Python IDLE?

Analytics Vidhya

Introduction Python IDLE is a very helpful tool which helps to develop, debug and run Python code easily. It is useful for programmers of all experience levels due to an interactive shell, syntax highlighting, auto-completion, and an integrated debugger. This article includes the general description of functionality, setup, and real-life implementation of the described concept. […] The post What is Python IDLE?

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Create Multi-Lingual Subtitles with AssemblyAI and DeepL

AssemblyAI

Subtitles are vital for enhancing the accessibility of an application. Users who have difficulty understanding the language of a video rely on subtitles to help them understand and grasp the contents of the video. Typically, creating subtitles for videos requires tedious manual work to carefully transcribe each and every word while also keeping track of the timeline.

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Gemma 2: Successor to Google Gemma Family of Large Language Models

Analytics Vidhya

Introduction Google’s Gemma family of language models, renowned for their efficiency and performance, has recently welcomed Gemma 2. This latest iteration introduces two models: a 27 billion parameter version that matches the performance of larger models like Llama 3 70B with significantly lower processing requirements, and a 9 billion parameter version that surpasses the Llama […] The post Gemma 2: Successor to Google Gemma Family of Large Language Models appeared first on Analytics

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Brandon Anderson, Chief Product Officer at Zingtree – Interview Series

Unite.AI

Brandon Anderson is the Chief Product Officer at Zingtree responsible for product vision and strategy, user experience, and delivering superior solutions and value to our customers. Brandon has 20 years experience in Product across a number of companies. Prior to Zingtree, Brandon led Product, User Experience and Analytics at SportsEngine, a B2B and B2B2C SaaS company which was acquired by NBC Sports in 2016.

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Graph RAG: Enhancing Retrieval-Augmented Generation with Graph Structures

Analytics Vidhya

Introduction Have you ever wondered how some AI systems seem to pull up just the right information and weave it into their answers as if they were chatting with an expert? That’s the magic of the Retrieval-Augmented Generation (RAG). RAG represents a powerful advancement in natural language processing, effectively merging the strengths of generative and […] The post Graph RAG: Enhancing Retrieval-Augmented Generation with Graph Structures appeared first on Analytics Vidhya.

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Map your journey to IBM Sterling Order Management modernization in 3 stages

IBM Journey to AI blog

As your business evolves to meet future goals, it becomes essential to use a flexible, composable order management system (OMS) that enables you to modernize your application stack and grow at your own pace. An IBM IBV study shows 85% of executives agree that modernizing applications and data is key to their business strategy. However, only 27% say that their organization has modernized many necessary workflows, including applications, data and systems.

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Demystifying DAPs: A Practical Guide to Digital Adoption Success

Speaker: Pulkit Agrawal

Digital Adoption Platforms (DAPs) are revolutionizing the way organizations interact with and optimize their software applications. As digital transformation continues to accelerate, DAPs have become essential tools for enhancing user engagement and software efficiency. This session is your guide into the robust world of DAPs, exploring their origins, evolution, and the current trends shaping their development.

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How to Install Power BI Desktop

Analytics Vidhya

Introduction Power BI is a freely available tool from Microsoft for business analytics. It helps you visualize data and seamlessly share the insights from it with stakeholders. Whether you’re a data scientist, an analyst, or a business user, Power BI is a must-know tool that can make your work a lot easier. It allows you […] The post How to Install Power BI Desktop appeared first on Analytics Vidhya.

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This AI Paper from Cohere for AI Presents a Comprehensive Study on Multilingual Preference Optimization

Marktechpost

Multilingual natural language processing (NLP) is a rapidly advancing field that aims to develop language models capable of understanding & generating text in multiple languages. These models facilitate effective communication and information access across diverse linguistic backgrounds. This field’s importance lies in its potential to bridge the gap between different language speakers, making technological advancements in AI accessible globally.

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Segment Anything Model(SAM): Meta’s Groundbreaking Segment Anything Model

Analytics Vidhya

Introduction Meta AI (formerly Facebook AI) has introduced a revolutionary AI model called SAM (Segment Anything Model), representing a significant leap forward in computer vision and image segmentation technology. This article explores SAM’s features, capabilities, potential applications, and implications for various industries. Overview What is SAM?

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This AI Research from Tenyx Explore the Reasoning Abilities of Large Language Models (LLMs) Through Their Geometrical Understanding

Marktechpost

Large language models (LLMs) have demonstrated remarkable performance across various tasks, with reasoning capabilities being a crucial aspect of their development. However, the key elements driving these improvements remain unclear. Currently, the primary approaches to enhance reasoning involve increasing model size and expanding context length through techniques like chain of thought, retrieval augmented generation, and example-based prompting.

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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Welcoming Prodvana to Databricks: Investing in Next-Gen Infrastructure

databricks

The Prodvana team joins Databricks to support new innovations in the Data Intelligence Platform infrastructure. Learn more about the vision and what's ahead.

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Innodata’s Comprehensive Benchmarking of Llama2, Mistral, Gemma, and GPT for Factuality, Toxicity, Bias, and Hallucination Propensity

Marktechpost

In a recent study by Innodata , various large language models (LLMs) such as Llama2, Mistral, Gemma, and GPT were benchmarked for their performance in factuality, toxicity, bias, and propensity for hallucinations. The research introduced fourteen novel datasets designed to evaluate the safety of these models, focusing on their ability to produce factual, unbiased, and appropriate content.

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Cinco tendencias en el uso de la IA en pagos digitales

SAS Software

En el dinámico mundo de los pagos, donde la comodidad y la rapidez son la norma, el fraude ha evolucionado a la par. Los delincuentes utilizan tecnologías avanzadas para preparar estafas, poniendo en riesgo la seguridad financiera de millones de usuarios. Para enfrentar este desafío, la industria financiera está recurriendo [.] The post Cinco tendencias en el uso de la IA en pagos digitales appeared first on SAS Blogs.

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This AI Research from Ohio State University and CMU Discusses Implicit Reasoning in Transformers And Achieving Generalization Through Grokking

Marktechpost

Large Language Models (LLMs) with parametric memory of rules and knowledge have shown limitations in implicit reasoning. Research has shown that these models, even more complex ones like GPT-4, have trouble applying and integrating internalized facts reliably. For instance, even when they are aware of the entities in question, they frequently make inaccurate comparisons of their properties.

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Navigating the Automation Landscape: Selecting Tools That Fit Your Business

Speaker: Gary Dmitriev

Our upcoming webinar aims to demystify the process of selecting and implementing automation tools for financial institutes. This session will provide your roadmap for vetting potential solutions, focusing on due diligence, vendor assessments, and aligning technology with strategic goals. We’ll also address the critical issue of innovation fatigue, offering tips on maintaining enthusiasm and momentum for new initiatives.

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Amazon Plans to Brick All Existing $2,350 Astro Robots Less Than a Year After Release

Extreme Tech

Customers will receive a full refund plus a $300 Amazon credit for their trouble, as recycling the bricked robots will be their responsibility.

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DRLQ: A Novel Deep Reinforcement Learning (DRL)-based Technique for Task Placement in Quantum Cloud Computing Environments

Marktechpost

The ever-evolving nature of quantum computing renders managing tasks with the traditional heuristic approach very tricky. These models often struggle with adapting to the changes and complexities of quantum computing while maintaining the system efficiency. Scheduling tasks is crucial for such systems to reduce time wastage and resource management. Existing models are liable to place tasks on unsuitable quantum computers, requiring frequent rescheduling due to mismatched resources.

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Databricks Named a Leader in Stream Processing and Cloud Data Pipelines

databricks

We are proud to announce two new analyst reports recognizing Databricks in the data engineering and data streaming space: IDC MarketScape: Worldwide Analytic.

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Researchers at the University of Manchester Proposes ESBMC-Python: The First BMC-based Python-code Verifier for Formal Verification of Python Programs

Marktechpost

Formal verification is crucial in software engineering to ensure program correctness through mathematical proof. One widely used technique for this purpose is bounded model checking (BMC), which involves verifying the correctness of a program within specified bounds. Python, a programming language favored for its simplicity and extensive libraries, particularly in fields like web development, image processing, and artificial intelligence, presents unique challenges for formal verification.

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Using Data & Analytics for Improving Healthcare Innovation and Outcomes

In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.

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Eviden scales AWS DeepRacer Global League using AWS DeepRacer Event Manager

AWS Machine Learning Blog

Eviden is a next-gen technology leader in data-driven, trusted, and sustainable digital transformation. With a strong portfolio of patented technologies and worldwide leading positions in advanced computing, security, AI, cloud, and digital platforms, Eviden provides deep expertise for a multitude of industries in more than 47 countries. Eviden is an AWS Premier partner , bringing together 47,000 world-class talents and expanding the possibilities of data and technology across the digital contin

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Salesforce Research Introduces INDICT: A Groundbreaking Framework Enhancing the Safety and Helpfulness of AI-Generated Code Across Diverse Programming Languages

Marktechpost

The ability to automate and assist in coding has the potential to transform software development, making it faster and more efficient. However, ensuring these models produce helpful and secure code is the challenge. The intricate balance between functionality and safety is critical, especially when the generated code could be exploited maliciously. In practical applications, LLMs often encounter difficulties when dealing with ambiguous or malicious instructions.

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Intel Reportedly Will Offer 2 Types of CPU Retention Mechanisms for Arrow Lake

Extreme Tech

Intel appears to have responded to people using so-called 'contact frames' on some LGA 1700 builds for better CPU temps.

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