Wed.Nov 22, 2023

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Elevate User Experience: Implementing OpenAI Assistant API for Interactive Chatbots

Analytics Vidhya

Introduction With the introduction of ChatGPT and the GPT 3 models by OpenAI, the world has shifted towards using AI-integrated applications. In all the day-to-day applications we use, from e-commerce to banking applications, AI embeds some parts of the application, particularly the Large Language Models. One among them is the OpenAI Assistant API, i.e., chatbots. […] The post Elevate User Experience: Implementing OpenAI Assistant API for Interactive Chatbots appeared first on Analytics Vi

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insideBIGDATA AI News Briefs – 11/22/2023

insideBIGDATA

Welcome insideBIGDATA AI News Briefs, our timely new feature bringing you the latest industry insights and perspectives surrounding the field of AI including deep learning, large language models, generative AI, and transformers. We’re working tirelessly to dig up the most timely and curious tidbits underlying the day’s most popular technologies. We know this field is advancing rapidly and we want to bring you a regular resource to keep you informed and state-of-the-art.

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Launching into Autogen: Exploring the Basics of a Multi-Agent Framework

Analytics Vidhya

Introduction Embark on a thrilling journey into the future of software development with ‘Launching into Autogen: Exploring the Basics of a Multi-Agent Framework.’ In the wake of OpenAI’s ChatGPT, a specialized realm known as LLM agents is experiencing an unprecedented surge, revolutionizing AI agent development. From automating mundane tasks to tackling challenges in dynamic decision-making, […] The post Launching into Autogen: Exploring the Basics of a Multi-Agent Framew

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Hardware-Accelerated AI for Windows Apps Using ONNX RT

KDnuggets

The Qualcomm AI Stack now supports ONNX RT and allows for hardware-accelerated AI in Windows on Snapdragon apps. Windows on Snapdragon is the next generation Windows platform, built on years of evolution in mobile compute.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Mastering LeNet: Architectural Insights and Practical Implementation

Analytics Vidhya

Introduction LeNet-5, a pioneering convolutional neural network (CNN) developed by Yann LeCun and his team in the 1990s, was a game-changer in computer vision and deep learning. This groundbreaking architecture was explicitly crafted to revolutionize the recognition of handwritten and machine-printed characters. Unlike traditional methods, LeNet-5 introduced a novel approach that eliminated the need for […] The post Mastering LeNet: Architectural Insights and Practical Implementation appea

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Hardware-Accelerated AI for Windows Apps Using ONNX RT

Machine Learning Mastery

Sponsored Content By Rajan Mistry Sr. Applications Engineer with the Qualcomm Developer Network Today, you can’t help but read the media headlines about AI and the growing sophistication of generative AI models like Stable Diffusion. A great example of a use case for generative AI on Windows is Microsoft 365 Copilot. This AI assistant can […] The post Hardware-Accelerated AI for Windows Apps Using ONNX RT appeared first on MachineLearningMastery.com.

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Why did OpenAI drastically dismiss Sam Altman? Exploring various theories

Data Science Dojo

On November 17, 2023, the tech world witnessed a huge event: the abrupt dismissal of Sam Altman, OpenAI’s CEO. This unexpected shakeup sent ripples through the AI industry, sparking inquiries into the company’s future, the interplay between profit and ethics in AI development, and the delicate balance of innovation. So, why did OpenAI part ways with one of its most prominent figures?

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Decoding the Data Science Ecosystem with Vikas Agrawal

Analytics Vidhya

Explore the future of AI with Dr. Vikas Agrawal, Senior Principal Data Scientist at Oracle Analytics Cloud. In this Leading with Data session, he shares insights on problem-solving in data science, MLops, and the impact of generative AI on enterprise solutions. The discussion spans from practical approaches to pitfalls in data science projects, offering essential […] The post Decoding the Data Science Ecosystem with Vikas Agrawal appeared first on Analytics Vidhya.

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insideBIGDATA AI News Briefs – 11/23/2023

insideBIGDATA

Welcome insideBIGDATA AI News Briefs, our timely new feature bringing you the latest industry insights and perspectives surrounding the field of AI including deep learning, large language models, generative AI, and transformers. We’re working tirelessly to dig up the most timely and curious tidbits underlying the day’s most popular technologies. We know this field is advancing rapidly and we want to bring you a regular resource to keep you informed and state-of-the-art.

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Altman’s Steve Jobs Moment as OpenAI CEO

Analytics Vidhya

Just days ago, enthusiasts and experts discussed OpenAI’s DevDay, GPT-5, and the funding alliance with Microsoft. The future of artificial intelligence seemed promising. OpenAI being at the forefront of cutting-edge developments. Little did we know that a storm was brewing on the horizon, ready to disrupt the whole narrative. DevDay Unveilings and Microsoft’s Support OpenAI’s […] The post Altman’s Steve Jobs Moment as OpenAI CEO appeared first on Analytics Vidhya.

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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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KDnuggets News, November 22: 7 Essential Data Quality Checks with Pandas • The 5 Best Vector Databases You Must Try in 2024

KDnuggets

This week on KDnuggets: Learn how to perform data quality checks using pandas, from detecting missing records to outliers, inconsistent data entry and more • The top vector databases are known for their versatility, performance, scalability, consistency, and efficient algorithms in storing, indexing, and querying vector embeddings for AI applications • And much, much more!

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Guest Post: Real-Time Fraud Detection in the Lakehouse

databricks

The costs of fraud are staggering. In 2022, just one type of fraud, card-not-present fraud, resulted in almost $6bn in losses in the.

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Will AI Replace Humanity?

KDnuggets

Let’s discover whether AI is truly intelligent and has the potential to supersede humans.

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Sam Altman’s Second Coming Sparks New Fears of the AI Apocalypse

Flipboard

Five days of chaos at OpenAI revealed weaknesses in the company’s self-governance. That worries people who believe AI poses an existential risk and proponents of AI regulation.

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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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This Louisiana Town Runs Largely on Traffic Fines. The Mayor Is Your Judge.

Hacker News

Fenton, population 226, brings in over $1 million per year through its mayor’s court, an unusual justice system in which the mayor can serve as judge even though he’s responsible for town finances.

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Google Bard is getting smarter, now better understands YouTube videos

Flipboard

Bard could already analyze YouTube videos, but now it can return much more specific answers to queries. Google Bard might not be as good as ChatGPT in many ways, but it’s getting there.

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ChatGPT generates fake data set to support scientific hypothesis

Hacker News

Researchers say that the model behind the chatbot fabricated a convincing bogus database, but a forensic examination shows it doesn’t pass for authentic. Researchers say that the model behind the chatbot fabricated a convincing bogus database, but a forensic examination shows it doesn’t pass for authentic.

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OpenAI staff warned of 'dangerous' AI discovery days before CEO fired

Flipboard

Researchers at OpenAI – the company behind ChatGPT – penned a letter warning of a powerful artificial intelligence discovery that could threaten humanity. Days later, the CEO was fired.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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An Interactive Guide to CSS Grid

Hacker News

CSS Grid is an incredibly powerful tool for building layouts on the web, but like all powerful tools, there's a significant learning curve. In this tutorial, we'll build a mental model for how CSS Grid works and how we can use it effectively. I'll share the biggest ? lightbulb moments I've had in my own learning journey.

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A Comprehensive List of Resources to Master Large Language Models

Flipboard

Large Language Models (LLMs) have now become an integral part of various applications. This article provides an extensive list of resources for anyone interested to dive into the world of LLMs.

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Sam Altman's ouster was precipitated by letter to board about AI breakthrough

Hacker News

Ahead of OpenAI CEO Sam Altman’s four days in exile, several staff researchers sent the board of directors a letter warning of a powerful artificial intelligence discovery that they said could threaten humanity, two people familiar with the matter told Reuters.

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The OpenAI Mess Is About One Big Thing

Flipboard

Corporate governance is playing a starring role in the chaos unfolding inside the world’s most famous AI start-up. OpenAI, the famed artificial intelligence startup, has been wracked with chaos for the last six days.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Fast Llama 2 on CPUs with Sparse Fine-Tuning and DeepSparse

Hacker News

Key Takeaways We expanded our Sparse Fine-Tuning research results to include Llama 2. The results include 60% sparsity with INT8 quantization and no drop in accuracy. DeepSparse now supports accelerated inference of sparse-quantized Llama 2 models, with inference speeds 6-8x faster over the baseline at 60-80% sparsity.

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Partisan Media Bias Shapes AI Sentiment

Flipboard

The study highlights the significant role media plays in shaping public opinion on AI, especially in the context of political discussions and policy-making.

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How do I become a graphics programmer?

Hacker News

It is often difficult to know where to start when taking your first steps in the world of graphics. This guide is here to help with a discussion of first steps and a list of useful websites.

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How Venture Capitalists Are Using AI To Invest More Effectively

Flipboard

From sourcing hidden gems to promoting diversity, AI-driven tools streamline investments, save time and money, and revolutionize the industry. But does it work in reality, beyond just theoretical concepts? AI can do almost every job in venture capital.

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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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Ultra Fast Bert

Hacker News

Language models only really need to use an exponential fraction of their neurons for individual inferences. As proof, we present UltraFastBERT, a BERT variant that uses 0.3% of its neurons during inference while performing on par with similar BERT models. UltraFastBERT selectively engages just 12 out of 4095 neurons for each layer inference. This is achieved by replacing feedforward networks with fast feedforward networks (FFFs).

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After closed door OpenAI drama, open source AI backed by Nvidia, Eric Schmidt, could emerge winner

Flipboard

Hugging Face and Mistral are open source AI models backed by Nvidia, Salesforce and former Google CEO Eric Schmidt. OpenAI's drama may help them.

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Winklevoss twins' crypto firm Gemini sued over $689M in customer withdrawals

Hacker News

Genesis alleged up to 230,000 users in the two companies' "Earn" investing program withdrew more than half of billion dollars from the crypto lending platform in the 90 days before it filed for bankruptcy in January.

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8 AI Tools Every Project Manager Needs In 2024

Flipboard

As a project manager you already have enough on your plate. There are risks to plan for and mitigate; resources to distribute and organize; budgets to plan for the year ahead; stakeholder meetings to schedule and attend; and daily operations and tasks to coordinate.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.