Tue.Oct 17, 2023

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Build a RAG Pipeline With the LLama Index

Analytics Vidhya

Introduction One of the most popular applications of large language models (LLMs) is to answer questions about custom datasets. LLMs like ChatGPT and Bard are excellent communicators. They can answer almost anything that they have been trained on. This is also one of the biggest bottlenecks for LLMs. They can only answer the questions they […] The post Build a RAG Pipeline With the LLama Index appeared first on Analytics Vidhya.

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How foundation models can help make steel and cement production more sustainable

IBM Journey to AI blog

Heavy industries, particularly cement, steel and chemicals, are the top greenhouse gas emitting industries, contributing 25% of global CO2 emission. They use high temperature heat in many of their processes that is primarily driven by fossil fuel. Fighting climate change requires lowering heavy industry emissions. However, these industries face tremendous challenges to reduce greenhouse gas emissions.

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Building and Validating Simple Stock Trading Algorithms Using Python

Analytics Vidhya

Introduction Algorithmic trading is a widely adopted trading strategy that has revolutionized the way people trade stocks. More and more people are making money on the side by investing in stocks and automating their trading strategies. This tutorial will teach you how to build stock trading algorithms using primitive technical indicators like MACD, SMA, EMA, […] The post Building and Validating Simple Stock Trading Algorithms Using Python appeared first on Analytics Vidhya.

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AudioSep : Separate Anything You Describe

Unite.AI

LASS or Language-queried Audio Source Separation is the new paradigm for CASA or Computational Auditory Scene Analysis that aims to separate a target sound from a given mixture of audio using a natural language query that provides the natural yet scalable interface for digital audio tasks & applications. Although the LASS frameworks have advanced significantly in the past few years in terms of achieving desired performance on specific audio sources like musical instruments, they are unable t

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4 HR Priorities for 2025 to Supercharge Your Employee Experience

Speaker: Carolyn Clark and Miriam Connaughton

Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.

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BSI: Closing ‘AI confidence gap’ key to unlocking benefits

AI News

The UK’s potential to harness the benefits of AI in crucial sectors such as healthcare, food safety, and sustainability is under threat due to a significant “confidence gap” among the public. According to a study conducted by BSI , 54 percent of UK respondents expressed excitement about AI’s potential to revolutionise medical diagnoses and 43 percent welcomed AI’s role in reducing food waste.

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3 reasons why business and data analysts need to work with real-time events

IBM Journey to AI blog

In a research brief defining “5 trends for 2023,” the IBM Institute for Business Value reports, “In 2023, rapid response is the new baseline. Uncertainty is expected and complexity is compounding. As threats materialize on multiple fronts, organizations must reduce the time from insight to action.” 1 Business and data analysts are intimately familiar with the growing business need for precise, real-time intelligence.

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Goal Representations for Instruction Following

BAIR

Goal Representations for Instruction Following page width. --> A longstanding goal of the field of robot learning has been to create generalist agents that can perform tasks for humans. Natural language has the potential to be an easy-to-use interface for humans to specify arbitrary tasks, but it is difficult to train robots to follow language instructions.

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Unleashing real-time insights: Monitoring SAP BTP cloud-native applications with IBM Instana

IBM Journey to AI blog

Introducing the SAP Business Technology Platform The SAP Business Technology Platform (BTP) is a technological innovation platform designed for SAP applications to combine data and analytics, AI, application development, automation and integration into a single, cohesive ecosystem. BTP is SAP’s integration and application development platform for SAP clients, who want to extend their S/4 system.

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How an Algorithm Could Help Improve Blood Transfusions

Aiiot Talk

A blood transfusion involves donating, collecting, storing, testing and delivering blood to a person in need. Transfusions save countless lives yearly, and improving the technology could help even more people. “Artificial intelligence can potentially revolutionize this part of the medical care industry” Here’s how doctors and researchers have begun testing AI for blood transfusions and the implications this practice could have on the health care industry in the future.

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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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A 21-Year-Old Just Solved a 2000-Year-Old Mystery In 'World-Historical' Breakthrough

Flipboard

21-year-old Luke Farritor became the first person in millennia to read the text on an ancient scroll using machine learning.

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5 Tips for Using AI to Unlock Employee Productivity

Aiiot Talk

The digital age is fast-paced and demands a lot of employees, which is why artificial intelligence integration is vital. However, you can only get the most out of this technology if you know how to use it. Here are some tips on AI implementation in the workplace. “Employees must be more productive to keep up with clients and competitors.” Do Employees Need to Be More Productive?

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Will Artificial Intelligence Replace Architects?

Flipboard

Will Artificial Intelligence replace architects in their roles?

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Researchers from NVIDIA Introduce Retro 48B: The Largest LLM Pretrained with Retrieval before Instruction Tuning

Marktechpost

Researchers from Nvidia and the University of Illinois at Urbana Champaign introduce Retro 48B, a significantly larger language model than previous retrieval-augmented models like Retro (7.5B parameters). Retro 48B is pre-trained with retrieval on an extensive corpus, leading to improved perplexity. The encoder in InstructRetro can be ablated, suggesting that continued retrieval-augmented pre-training enhances the decoder’s performance in question answering.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Google Bard VS ChatGPT — Cool Infographics

Flipboard

Bard Vs ChatGPT infographic by Zealous System breaks down the specifics and differences between the two AI language models. ChatGPT, developed by OpenAI, is based on GPT-3.

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Microsoft Project Silica: Glass Plates That Store Data for 10,000 Years

Extreme Tech

Project Silica could be the future of long-term data storage.

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5 AI Tools in Website Builders That Can Save You Time and Money

Flipboard

Use AI to quickly create an online presence without hiring an expensive design team. We explain how.

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Hands-On with Zoom’s Impressive New AI for Meetings

Marketing AI Institute

Zoom just dropped an impressive set of AI features that will massively impact your meeting productivity moving forward.

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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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The Looming Skills Crisis: 49% of Workforce Skills to Vanish by 2025, Thanks To AI

Flipboard

A recent study published by edX , an online education platform, reveals that nearly half of the skills present in today’s workforce will become obsolete within just two years due to the rapid advancements in artificial intelligence (AI). Sourced from a survey of 800 executives and 800 employees, the data suggests that 49% of current skills won’t be relevant by 2025.

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Nvidia RTX 4090 Prices Are Going Up

Extreme Tech

It's been a year since the RTX 4090 launched, and despite its age, it's only getting more expensive.

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Can New York's mayor speak Mandarin? No, but with AI he's making robocalls in different languages

Flipboard

ALBANY, N.Y. (AP) — New York City Mayor Eric Adams has been using artificial intelligence to make robocalls that contort his own voice into several languages he doesn’t actually speak, posing new ethical questions about the government’s use of the rapidly evolving technology.

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This AI Research Presents Neural A*: A Novel Data-Driven Search Method for Path Planning Problems

Marktechpost

Path planning identifies a cost-effective and valid path from an initial point to a target point within an environmental map. Search-based planning methods, which include the well-known A* search, are widely employed in addressing path-planning challenges. These techniques have found application in various domains, including autonomous vehicle navigation and robot arm manipulation.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Nvidia RTX GPUs can now use AI processing for crisper video streaming

Flipboard

Generative AI has become quite the trend over the past year.

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This AI Paper Proposes ‘MotionDirector’: An Artificial Intelligence Approach to Customize Video Motion and Appearance

Marktechpost

Text-to-video diffusion models have made significant advancements in recent times. Just by providing textual descriptions, users can now create either realistic or imaginative videos. These foundation models have also been tuned to generate images to match certain appearances, styles, and subjects. However, the area of customizing motion in text-to-video generation still needs to be explored.

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Bloomberg Revolutionizes Bond Market with Machine Learning-Driven Real-Time Pricing | Cryptopolitan

Flipboard

• Bloomberg introduces IBVAL Front Office, using machine learning for real-time pricing of 30,000 U.S. corporate securities.

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Astronomers Build AI That Can Detect, Confirm, and Announce New Supernovas

Extreme Tech

The bot does in a blink what astronomers spend hours doing manually.

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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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ChatGPT predicts S&P 500 price for the end of 2023

Flipboard

In 2023, the S&P 500 staged an impressive comeback, but the lion’s share of the surge was credited to the remarkable gains of its 7 tech titans, …

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Learn how Amazon Pharmacy created their LLM-based chat-bot using Amazon SageMaker

AWS Machine Learning Blog

Amazon Pharmacy is a full-service pharmacy on Amazon.com that offers transparent pricing, clinical and customer support, and free delivery right to your door. Customer care agents play a crucial role in quickly and accurately retrieving information related to pharmacy information, including prescription clarifications and transfer status, order and dispensing details, and patient profile information, in real time.

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Striking Performance: Large Language Models up to 4x Faster on RTX With TensorRT-LLM for Windows

NVIDIA

Generative AI is one of the most important trends in the history of personal computing, bringing advancements to gaming, creativity, video, productivity, development and more. And GeForce RTX and NVIDIA RTX GPUs, which are packed with dedicated AI processors called Tensor Cores, are bringing the power of generative AI natively to more than 100 million Windows PCs and workstations.