Analytics Vidhya
MARCH 22, 2024
Meet Devika, the latest member of the team of AI software engineers! This new AI was developed to challenge the dominance of Devin by Cognition AI. With its innovative approach and advanced capabilities, Devika aims to revolutionize software development by offering a competitive open-source alternative to its predecessor. Also Read: Could AI Replace Software Engineers?
Unite.AI
MARCH 22, 2024
Since OpenAI unveiled ChatGPT in late 2022, the role of foundational large language models (LLMs) has become increasingly prominent in artificial intelligence (AI), particularly in natural language processing (NLP). These LLMs, designed to process and generate human-like text, learn from an extensive array of texts from the internet, ranging from books to websites.
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Analytics Vidhya
MARCH 22, 2024
Open Interpreter introduces the 01 Light, a pioneering device in natural language computing, reshaping the interaction between users and computers. This open-source personal AI agent promises a seamless and intuitive computing experience, heralding a new era of technological advancement. Let’s explore this innovative device that lets you completely voice control your laptop.
Unite.AI
MARCH 22, 2024
Artificial intelligence is a key point of debate right now. ChatGPT has reached 100 million active users in just the first two months. This has increased focus on AI's capabilities, especially in database management. The introduction of ChatGPT is considered a major milestone in the Artificial Intelligence (AI) and tech space, raising questions about the potential applications of generative AI like AI GPTs for PostgreSQL database.
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.
Analytics Vidhya
MARCH 22, 2024
Introduction In computer vision, different techniques for live object detection exist, including Faster R-CNN, SSD, and YOLO. Each technique has its limitations and advantages. While Faster R-CNN may excel in accuracy, it may not perform as well in real-time scenarios, prompting a shift towards the YOLO algorithm. Object detection is fundamental in computer vision, enabling […] The post Live Object Detection and Image Segmentation with YOLOv8 appeared first on Analytics Vidhya.
Artificial Intelligence Zone brings together the best content for AI and ML professionals from the widest variety of thought leaders.
Analytics Vidhya
MARCH 22, 2024
Introduction At the heart of data science lies statistics, which has existed for centuries yet remains fundamentally essential in today’s digital age. Why? Because basic statistics concepts are the backbone of data analysis, enabling us to make sense of the vast amounts of data generated daily. It’s like conversing with data, where statistics helps us […] The post 15 Basic Statistics Concepts Every Data Science Beginner Should Know appeared first on Analytics Vidhya.
Marktechpost
MARCH 22, 2024
Today’s language models are mind-blowingly brilliant…for generalists. Ask them about history, science, or current events; they’ll dazzle you with many facts and insights. But when it comes to specialized, niche topics. That’s where even the mightiest AI brain can get a little fuzzy. Imagine you’re a doctor trying to get help researching a rare medical condition.
Analytics Vidhya
MARCH 22, 2024
The global AI market is expected to hit a valuation of $267 billion by 2028. As for its contribution to the global economy, that is far more widespread. It’s expected to reach $15.7 trillion by 2030! This widespread adoption is a sign that AI can revolutionize not just entire industries, but also individual workflows. This […] The post 5 Low-Cost AI Strategies for Your Businesses appeared first on Analytics Vidhya.
Marktechpost
MARCH 22, 2024
Data scientists and engineers frequently collaborate on machine learning ML tasks, making incremental improvements, iteratively refining ML pipelines, and checking the model’s generalizability and robustness. There are major worries about data traceability and reproducibility because, unlike code, data modifications do not always provide enough information about the exact source data used to create the published data and the transformations made to each source.
Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.
Analytics Vidhya
MARCH 22, 2024
Introduction At this time, it’s very complex and challenging for anyone to get the desired position in this highly technological startup business because AI keeps on going and changing quickly. This is why the demand for AI experts having highly skilled AI talent significantly increased as they would require AI technology, too. Carrying out the technical interview […] The post 5 Strategies for Acing Your AI Technical Interview appeared first on Analytics Vidhya.
Marktechpost
MARCH 22, 2024
The introduction of generative AI technologies marks a significant milestone in the rapidly evolving landscape of search engines. Microsoft Bing AI and Google Bard AI stand out as pioneering forces in this new era, leveraging advanced AI models to redefine how we search and interact with the vast reservoir of online information. This comprehensive analysis explores the nuances of both platforms, offering insights into their advantages, disadvantages, functions, use cases, and a detailed comparat
Analytics Vidhya
MARCH 22, 2024
Introduction With the advent of RAG (Retrieval Augmented Generation) and Large Language Models (LLMs), knowledge-intensive tasks like Document Question Answering, have become a lot more efficient and robust without the immediate need to fine-tune a cost-expensive LLM to solve downstream tasks. In this article, we will dive into the world of RAG-powered document QnA using […] The post RAG Powered Document QnA & Semantic Caching with Gemini Pro appeared first on Analytics Vidhya.
Marktechpost
MARCH 22, 2024
Reinforcement Learning from Human Feedback (RLHF) enhances the alignment of Pretrained Large Language Models (LLMs) with human values, improving their applicability and reliability. However, aligning LLMs through RLHF faces significant hurdles, primarily due to the process’s computational intensity and resource demands. Training LLMs with RLHF is a complex, resource-intensive task that limits its widespread adoption.
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.
Towards AI
MARCH 22, 2024
Last Updated on March 25, 2024 by Editorial Team Author(s): John Loewen, PhD Originally published on Towards AI. Insights from bridging data science and cultural understandingDall-E image:impressionist painting interpretation of a herring boat on the open ocean At my core I am a numbers guy, a computer scientist by trade, fascinated by data and what information can be gleaned from it.
Marktechpost
MARCH 22, 2024
To meet the significantly growing need for more effective data storage options amid the swift development of interactive web apps and services, a team of researchers from Microsoft has released Garnet, an open-source cache-store system. Though traditional cache-store systems are effective, they frequently cannot keep up with the changing needs of contemporary applications.
Towards AI
MARCH 22, 2024
Last Updated on March 25, 2024 by Editorial Team Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn how to develop an ML project from development to production. Top highlight Photo by charlesdeluvio on Unsplash All the code used in this article is stored in the end-to-end spam classifier repository. It’s best to clone this repository to following the article.
Marktechpost
MARCH 22, 2024
Jailbreak attacks are vital for uncovering and addressing security flaws in LLMs, as they aim to bypass protective measures and produce prohibited outputs. However, the absence of a standardized framework for implementing these attacks hampers thorough security assessments, given the diverse array of methods available. Despite the remarkable progress of LLMs in natural language processing, they remain susceptible to jailbreak attempts.
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“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.
Ofemwire
MARCH 22, 2024
As your project’s due date gets closer, you might feel overwhelmed by all the articles, PDFs, and notes you have. You would need a faster way to get your work organized and done on time. This is where Perplexity AI comes in. It’s like a helper for your research, making it easier for you to ask the right questions, find the information you need, and understand complex topics.
Marktechpost
MARCH 22, 2024
Real-time, high-accuracy optical flow estimation is critical for analyzing dynamic scenes in computer vision. Traditional methodologies, while foundational, have often stumbled upon the computational versus accuracy problem, especially when executed on edge devices. The advent of deep learning propelled the field forward, offering improved accuracy but at the expense of computational efficiency.
Artificial Corner
MARCH 22, 2024
According to Forbes, data scientists and analysts spend 60% of their time on cleaning and organizing data. This shows how important data cleaning and data wrangling are in a project. Data cleaning consists in cleaning the data we’ll use, so we don’t have incorrect, corrupted, duplicate, or incomplete data. Real-world data isn’t as clean as most datasets you work with on an online course.
Marktechpost
MARCH 22, 2024
Major cloud providers like AWS (Amazon Web Services), Microsoft Azure, and Google Cloud cannot be denied. Their strong and scalable infrastructure has been a driving force behind the expansion of AI. However, immense authority inevitably leads to a loss of command. Vendor lock-in, unclear pricing structures, and security holes are becoming major business worries.
Speaker: David Bard, Principal at VP Product Coaching
In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.
AWS Machine Learning Blog
MARCH 22, 2024
This post is co-written with Matt Middleton from Contentful. Today, jointly with Contentful, we are announcing the launch of the AI Content Generator powered by Amazon Bedrock. The AI Content Generator powered by Amazon Bedrock is an app available on the Contentful Marketplace that allows users to create, rewrite, summarize, and translate content using cutting-edge generative artificial intelligence (AI) models available and accessible through Amazon Bedrock in a simple and secure manner.
Marktechpost
MARCH 22, 2024
In today’s interconnected world, the proliferation of face recognition technologies poses a double-edged sword, offering unparalleled convenience while simultaneously threatening individual privacy. The leakage of facial data can inadvertently reveal personal attributes, underscoring the urgency for privacy-preserving measures in face recognition systems.
Extreme Tech
MARCH 22, 2024
It's the first time a neurologically healthy human has received this particular type of organ.
Marktechpost
MARCH 22, 2024
In the present digital world, converting images of text into editable text, a process known as Optical Character Recognition (OCR), is a common task. However, many people struggle with complicated code to make OCR work for researchers and developers, making what should be a straightforward task much more challenging. There are already some tools and packages available aimed at simplifying OCR tasks.
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Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.
Extreme Tech
MARCH 22, 2024
The high-bandwidth memory market is exploding due to its usage in AI accelerators.
Marktechpost
MARCH 22, 2024
Aligning large language models (LLMs) involves tuning them to desired behaviors, termed ‘civilizing’ or ‘humanizing.’ While model providers aim to mitigate common harms like hate speech and toxicity, comprehensive alignment is challenging due to diverse contextual requirements. Specific industries and applications demand unique behaviors, such as medical applications requiring sensitivity to body part references and customer service bots handling offensive language.
Extreme Tech
MARCH 22, 2024
This moves the commercial space station project one step closer to reality.
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