Sat.Aug 05, 2023

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Caching Generative LLMs | Saving API Costs

Analytics Vidhya

Introduction Generative AI has prevailed so much that most of us will be or already have started working on applications involving Generative AI models, be it Image generators or the famous Large Language Models. Most of us work with Large Language Models, especially the closed source ones like OpenAI, where we have to pay to […] The post Caching Generative LLMs | Saving API Costs appeared first on Analytics Vidhya.

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New acoustic attack steals data from keystrokes with 95% accuracy

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A team of researchers from British universities has trained a deep learning model that can steal data from keyboard keystrokes recorded using a microphone with an accuracy of 95%.

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The Inspirational Journey of a Google Trailblazer

Analytics Vidhya

Introduction Tales of triumph and accomplishment often emerge in the ever-evolving landscape of technology giants, showcasing the remarkable journeys of individuals who dared to dream big and worked tirelessly to achieve their goals. At the heart of such narratives lies an associate principal at Google, whose inspiring success story is a testament to the dedication, […] The post The Inspirational Journey of a Google Trailblazer appeared first on Analytics Vidhya.

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4 ways generative AI makes founders more interesting to journalists

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The advent of generative AI will lead to a tectonic shift in how startups do PR over the next few years. In July, the Associated Press became the first major news company to sign a deal with OpenAI, while media job cuts have reached record highs.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Knowledge Graphs: The Game-Changer in AI and Data Science

Analytics Vidhya

Introduction Knowledge graphs have emerged as a powerful and versatile approach in AI and Data Science for recording structured information to promote successful data retrieval, reasoning, and inference. This article examines state-of-the-art knowledge graphs, including construction, representation, querying, embeddings, reasoning, alignment, and fusion.

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A New AI Research Introduces MONAI Generative Models: An Open-Source Platform that Allows Researchers and Developers to Easily Train, Evaluate, and Deploy Generative Models

Marktechpost

New developments have been made in several fields, including medical imaging, thanks to recent advancements in generative artificial intelligence. These generative models have great promise for a wide variety of uses, including but not limited to anomaly detection, image-to-image translation, denoising, and magnetic resonance imaging (MRI) reconstruction.

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Why graphic designers think generative A.I. needs them as much as they need it

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As generative artificial intelligence programs producing images, such as OpenAI's DALL-E, Midjourney and Adobe's Firefly take off, graphic designers …

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This AI Research Evaluates the Correctness and Faithfulness of Instruction-Following Models For Their Ability To Perform Question-Answering

Marktechpost

Recently introduced Large Language Models (LLMs) have taken the Artificial Intelligence (AI) community by storm. These models have been able to successfully imitate human beings by using super-good Natural Language Processing (NLP), Natural Language Generation (NLG) and Natural Language Understanding (NLU). LLMs have become famous for imitating humans for having realistic conversations and are capable of answering simple and complex questions, content generation, code completion, machine transla

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AI tools like ChatGPT increasingly used by cybercriminals for phishing, experts warn

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Criminals are increasingly using advanced AI tools like ChatGPT to create convincing fraudulent emails. This is raising concerns of an imminent wave of phishing attacks, especially against vulnerable targets like small businesses and the elderly, AD reported.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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This AI Research Introduces a Novel Two-Stage Pose Distillation for Whole-Body Pose Estimation

Marktechpost

Numerous human-centric perception, comprehension, and creation tasks depend on whole-body pose estimation, including 3D whole-body mesh recovery, human-object interaction, and posture-conditioned human image and motion production. Furthermore, using user-friendly algorithms like OpenPose and MediaPipe, recording human postures for virtual content development and VR/AR has significantly increased in popularity.

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AI Swipes Data By Listening to Keyboard Keystrokes with 95% Accuracy

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A team of researchers from Cornell have managed to train AI to retrieve data with 95% accuracy by recording keystroke audio.

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Create Your Own Data Analyst Assistant With Langchain Agents

Towards AI

Last Updated on August 7, 2023 by Editorial Team Author(s): Pere Martra Originally published on Towards AI. Allow me to share my personal opinion on LLM Agents: They are going to revolutionize everything! If you’re already working with Large Language Models, you probably know them. If you’re new to this concept, get ready to be amazed. Image created with Dall-e-2 by author What is an Agent in the World of Large Language Models?

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AI May Be Able to Warn Us Before The Next Pandemic Strikes

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The global COVID-19 pandemic has shown us just how devastating these outbreaks can be – and it could have been much worse.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Breaking Down The Gini Index: How Economics Inspired Machine Learning

Towards AI

Last Updated on August 7, 2023 by Editorial Team Author(s): Egor Howell Originally published on Towards AI. How the Gini index from economics is now a crucial concept for machine learning This member-only story is on us. Upgrade to access all of Medium. Photo by Ed Robertson on Unsplash The Gini index is a popular tool within Data Science that is responsible for deciding how decision trees split.

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Is the FOMO-Driven Generative AI Acquisition-Spree, A Gold Rush in the Corporate World?

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Generative AI has created a sense of FOMO (Fear Of Missing Out) in the corporate world since the release of ChatGPT in November 2022. Mid-sized and large corporations are experiencing a convergence of fear and greed, resulting in a frenzy of mergers and acquisitions (M&A). Observers point out the driving factors behind the Generative AI.

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XGen, a 7B LLM trained on up to 8K sequence length from SalesForce

Bugra Akyildiz

Articles Microsoft Research introduces ClimaX , a foundation model for weather and climate science. ClimaX is a deep learning model that is trained on a variety of heterogeneous datasets spanning many weather variables at multiple spatio-temporal resolutions. The model is designed to be generalizable and can be fine-tuned to address a wide variety of weather and climate tasks, including those that involve atmospheric variables and spatio-temporal granularities unseen during pretraining.

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What Meta, Amazon, Google, Apple and AMD Are Saying About AI

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The AI hype is real, and based on their latest earnings reports, all of the multibillion-dollar behemoths of tech sector are going all in.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Building Large Language Models Applications using Prompt Flow in Azure ML?—?Simple LLMOps

Mlearning.ai

Building Large Language Models Applications using Prompt Flow in Azure ML — Simple LLMOps Introduction Build Large Language Models using Prompt Flow in Azure ML Using Prompt Flow Using Azure Cognitive search vector services using Azure open ai service Concept First create a vector store and provide cognitive search service Create a connections to open ai and also cognitive search Create a prompt flow Create a pipeline to run the prompt flow i am using existing vector store and cognitive search s

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5 ways you’re using AI and may not know it

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If your first reaction to AI technologies being applied to photography is 'Oh heck no!' you may want to pause a minute. It turns out there's a lot of machine learning being applied to photo features you likely already use.

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Empowering Your App with Streamlit’s New Connections Feature and Interactive Plotly Maps

Towards AI

Last Updated on August 7, 2023 by Editorial Team Author(s): Stavros Theocharis Originally published on Towards AI. Aeroa: An app for air quality visualizations Image created by the author Introduction Streamlit recently, and at the time that this article is being written, announced its new feature, st.experimental_connection, and I was very interested in using it and understanding how it works.

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AI Transformation Of Medicine: Why Doctors Are Not Prepared

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As artificial intelligence systems like ChatGPT find their way into everyday use, physicians will start to see these tools incorporated into their clinical practice to help them make important deci…

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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NLP -01: Demystifying Regular Expressions

Mlearning.ai

Regular Expressions — Searching in the ocean of text. Image generated by the Author using Midjourney. One of the most underrated skills any data professional should have when working with strings RegEx is one of the most powerful text-related skills out there; however, it's equally frustrating to learn. We come across the applications of RegEx, some of its notable uses include syntax highlighting in IDEs, and routing in web applications, among others etc.

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ChatGPT-3 vs ChatGPT-4 side-by-side performance comparison

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In the ever-evolving world of artificial intelligence, the performance comparison between ChatGPT-3 and ChatGPT-4 has become a topic of keen …

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Differentiability of a Function Given its Graph

Towards AI

Last Updated on August 7, 2023 by Editorial Team Author(s): Sujeeth Kumaravel Originally published on Towards AI. Consider the function: Its graph is: The derivative of a function at a point is the slope of the tangent to the function at that point. For this function, the derivative exists at all points x in its domain. But, this is not the case for all functions.

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The end of ageing? A new AI is developing drugs to fight your biological clock

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Artificial intelligence has been the driving force behind a lot of huge developments in the last year.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Sorbonne University Researchers Introduce UnIVAL: A Unified AI Model for Image, Video, Audio, and Language Tasks

Marktechpost

One big leap forward in creating generalist models is the appearance of Large Language Models (LLMs). Their astounding text understanding and generation performances are often based on the Transformer architecture and a single next-token prediction aim. However, they are currently hampered by their inability to access information outside the text. This emphasizes the requirement for reliable multimodal models capable of performing various tasks using various modalities.

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What We Know About Apple's New AI Chatbot

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While artificial intelligence has been around for years in various forms, there has been a resurgence in interest due to generative AI technology and …

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Meta’s AudioCraft: A Revolution in AI-Generated Audio and Music

Unite.AI

Imagine the endless possibilities of creativity for musicians and content creators when they can generate audio and music from simple text. Meta's new release, AudioCraft , heralds a promising future where high-quality sound doesn't require complex equipment or even a musical instrument. This groundbreaking AI tool consists of three models: MusicGen, AudioGen, and EnCodec, each designed to make sound creation accessible and innovative.

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