Sun.Aug 06, 2023

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This AI can can steal your data by listening to your keystrokes with 95% accuracy

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So, you're a security conscious gamer. You've got strong passwords, you don't click suspicious links and you're not conned by yet another amazing offer of free bitcoin.

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Meta AI Open-Sources AudioCraft: A PyTorch Library for Deep Learning Research on Audio Generation

Marktechpost

To enable researchers and practitioners to train their models and advance state of the art, Meta has released the source code for its text-to-music generative AI, AudioCraft. MusicGen, AudioGen, and EnCodec are the three models that comprise the AudioCraft framework for development. MusicGen can generate music based on textual user inputs because it was trained with Meta-owned and specifically licensed music.

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Don’t quit your day job: Generative AI and the end of programming

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There’s a lot of angst about software developers “losing their jobs” to AI, being replaced by a more intelligent version of ChatGPT, GitHub’s Copilot, Google’s foundation model Codey, or something similar. AI startup founder Matt Welsh has been talking and writing about the end of programming.

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11 Business AI Tools for Startups in 2023

Marktechpost

AdCreative AI Boost your advertising and social media game with AdCreative.ai – the ultimate Artificial Intelligence solution. Say goodbye to hours of creative work and hello to the high-converting ad and social media posts generated in mere seconds. Maximize your success and minimize your effort with AdCreative.ai today. Canva Canva is a web-based graphic design application that helps non-designers produce high-quality output quickly and easily.

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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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Prompt Engineering Embraces New Technique Called Skeleton-Of-Thought As Bonus On Chain-Of-Thought Reasoning For Generative AI

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Sometimes less is more. Another oft-used proverb is that at times you ought to prime the pump. We will be using those valued pieces of sage advice so please keep them in mind. In today’s column, I am further extending my ongoing series about the latest advances in prompt engineering.

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Generative AI In Business: Why Accenture Is Investing $3 Billion In AI

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International technology consulting group Accenture has certainly been bitten hard by the generative AI bug. In coming years, it plans to double its headcount of data and AI experts from 40,000 to 80,000 as it invests $3 billion into its capabilities.

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Can Large Language Models Help Long-term Action Anticipation from Videos? Meet AntGPT: An AI Framework to Incorporate Large Language Models for the Video-based Long-Term Action Anticipation Task

Marktechpost

From video observations, research focuses on the LTA task—long-term action anticipation. Sequences of verb and noun predictions for an interested actor across a generally extended time horizon are its desired outcomes. LTA is essential for human-machine communication. A machine agent might use LTA to help people in situations like self-driving cars and routine domestic chores.

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Generative AI: A new Gold Rush for software engineering innovation

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E=mc^2 is Einstein’s simple equation that changed the course of humanity by enabling both nuclear power and nuclear weapons. The generative AI boom has some similarities. It is not just the iPhone or the browser moment of our times; it’s much more than that.

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How To Build ML Pipelines, Visually & Fast!

Towards AI

Last Updated on August 7, 2023 by Editorial Team Author(s): Omer Mahmood Originally published on Towards AI. Getting Started with Visual Blocks for ML This member-only story is on us. Upgrade to access all of Medium. Photo by EJ Strat on Unsplash Visual Blocks for ML is an open-source, visual programming framework developed by Google. It enables you to create ML pipelines in an easy-to-use, no-code graph editor.Now you can quickly prototype media applications using drag-and-drop components.

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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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Meet Jupyter AI: A New Open-Source Project that brings Generative Artificial Intelligence to Jupyter Notebooks with Magic Commands and a Chat Interface

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Jupyter AI, an official subproject of Project Jupyter, brings generative artificial intelligence to Jupyter notebooks. It allows users to explain and generate code, fix errors, summarize content, and even generate entire notebooks from natural language prompts. The tool connects Jupyter with large language models (LLMs) from various providers, including AI21, Anthropic, AWS, Cohere, and OpenAI, supported by LangChain.

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How To Stay Updated With Machine Learning and Computer Vision Advances In 2023?

Towards AI

Last Updated on August 7, 2023 by Editorial Team Author(s): Hasib Zunair Originally published on Towards AI. Are you overwhelmed by the recent progress in machine learning and computer vision as a practitioner in academia or in the industry? Know what youtube channels, newsletters, podcasts, and platforms to follow to stay up-to-date while keeping your sanity!

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Revolutionizing Entanglement Quantification: How Deep Learning Outperforms Traditional Methods with Limited Data

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The amount of entanglement in a system depends on a variety of factors, like the randomness of a system and the coefficient of entanglement. This property of a system is defined by a specified number demonstrated or predicted using Machine Learning or a Deep Learning algorithm. Recent years have brought a significant development in the process of entanglement of a system.

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Exploring Julia Programming Language: MongoDB

Towards AI

Last Updated on August 7, 2023 by Editorial Team Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Using Julia to connect to the MongoDB database This member-only story is on us. Upgrade to access all of Medium. Image Generated by Author on Drawio and Using Gencraft. Welcome again to our journey to learn Julia functionality for scientific programming ??!

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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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How to make Ridiculous Tables in R (from Excel) | R-bloggers

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Did you know that you can make RIDICULOUS tables in R (from Excel)? You can. And in this free R-tip, I share a real case study where I made the working R code for my financial cash flow statement table. I converted it from Excel Spreadsheet into a form.

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Dodge the AI Job Market Apocalypse: A Survivor’s Guide — Part 2

Towards AI

Last Updated on August 7, 2023 by Editorial Team Author(s): Cezary Gesikowski Originally published on Towards AI. Triumph in the face of AI’s impending employment shake-up This member-only story is on us. Upgrade to access all of Medium. Photo by JESHOOTS.COM on Unsplash In Part-1 of this series, we looked at skills to thrive in a future where AI reshuffles the job market.

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This AI Model Can Create Poems Based on iPhone Photos

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Pamera uses an object identifier and GPT-4 to generate poems based on photos in a matter of seconds. We tested it out on pics of a day in New York City.

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Top 10 Open Source LLMs To USE In Your Next LLM Application

Towards AI

Last Updated on August 7, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Build LLM Based Applications Without Getting Run Out of Money This member-only story is on us. Upgrade to access all of Medium. Large language model-based applications have been on the hype for the last ten months after ChatGPT was released by OpenAI.

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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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The big bottleneck for AI: a shortage of powerful chips

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CNN — The crushing demand for AI has also revealed the limits of the global supply chain for powerful chips used to develop and field AI models.

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Multiple Stateful Operators in Structured Streaming

databricks

In the world of data engineering, there are operations that have been used since the birth of ETL. You filter. You join. You.

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ToolLLM Showcases Impressive Capabilities in Mastering 16,464 Real-World RESTful APIs

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In a groundbreaking paper titled “ToolLLM: Facilitating Large Language Models to Master 16,464 Real-world APIs,” a team of researchers from prestigious institutions presents a revolutionary framework that harnesses the power of Large Language Models (LLMs) to master over 16,464 real-world RESTful APIs. The study, conducted by researchers from Tsinghua University, ModelBest Inc., Renmin University of.

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AI Onslaught of News

Robot Writers AI

Australian News Outlet Cranking-Out 3,000 AI-Generated Articles a Week News Corp is now among the growing list of media companies that are all-in on creating AI-generated news stories. #ad The Guardian reports the news outlet is spitting out about 3,000 AI-generated news stories each week that are focused on weather, traffic reports and fuel prices.

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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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Cython Offers the Ease of Python, the Speed of C++

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Python is the preferred programming language for working with massive data sets, making it the go-to choice for machine learning, artificial …

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Embedding as a Service(EaaS) vs. Model as a Service(MaaS)

Bugra Akyildiz

In GPT(Generative Pre-Trained Transformer), there are two main ways to get access to pre-trained models: Embedding as a Service (EaaS) and Model as a Service (MaaS). They are also the two most popular deployment options to deploy models to the applications. I originally wrote the ways to deploy the different models in here. In the above post, I mostly did a comparison for traditional model serving and deployment options for those models.

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Integrating GenAI into “Thinking Like a Data Scientist” Methodology – Part I - DataScienceCentral.com

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It’s incredible how many organizations utilize Generative AI (GenAI) and Large Language Models (LLMs) to enhance their information assembly, integration, and application abilities. These GenAI technologies have been applied in various areas, from drafting legal documents and resolving service issues to coding software applications and (er, um) writing blog posts.

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CoreWeave, The GPU Champion That Isn't NVIDIA

TheSequence

Created Using Midjourney Next Week in The Sequence: Edge 315: Our popular series about foundation models continues with an overview about tree-of-thought(ToT) reasoning in LLMs. The original ToT paper from Princeton University and a deep dive into the language model query language(LMQL). Edge 316: We deep dive into Salesforce’s CodeT5+, a new open source code generation foundation model.

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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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AI can now steal your passwords with almost 100% accuracy — here’s how

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Researchers at Cornell University have discovered a new way for AI tools to steal your data — keystrokes.

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Regression in Machine Learning: Types & Examples

Pickl AI

Machine Learning has become a fundamental part of people’s lives and it typically holds two segments. It includes supervised and unsupervised learning. Supervised Learning deals with labels data and unsupervised learning deals with unlabelled data. Supervised learning can be classified into classification and regression where regression deals with continuous values and the former deals with discrete values.

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Artificial intelligence developed to identify cancer mutations

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It is developed by scientists from the Genome Institute of Singapore. Read more at straitstimes.com.