Towards AI

DECEMBER 31, 2023

Last Updated on January 2, 2024 by Editorial Team Author(s): Yunzhe Wang Originally published on Towards AI. Superintelligent AI systems will be extraordinarily powerful; humans could face catastrophic risks including even extinction if those systems are misaligned or misused. It is important for AI developers to have a plan for aligning superhuman models ahead of time — before they have the potential to cause irreparable harm.

AI 118

AI AI AI Modeling Artificial Intelligence 118

Analytics Vidhya

JANUARY 3, 2024

Explore the vast artificial intelligence and machine learning field with this alphabetized guide below. From Agents and AGI to Zero-shot Learning and everything in between, explore the intricate language of AI with concise explanations and vivid examples. Whether you’re a seasoned practitioner or a curious novice, these Generative AI terms aim to be your go-to […] The post 60+ Generative AI Terms You Must Know By Heart appeared first on Analytics Vidhya.

Generative AI 294

Generative AI Artificial Intelligence Artificial Intelligence Machine Learning 294

AI Impacts

JANUARY 4, 2024

The 2023 Expert Survey on Progress in AI is out , this time with 2778 participants from six top AI venues (up from about 700 and two in the 2022 ESPAI ), making it probably the biggest ever survey of AI researchers. People answered in October, an eventful fourteen months after the 2022 survey, which had mostly identical questions for comparison. Here is the preprint.

Large Language Models 351

Large Language Models AI Researcher AI Research AI 351

Unite.AI

JANUARY 1, 2024

Sustainability is a pressing concern in modern industries, including the field of 3D Printing. To meet the increasing demand for eco-friendly manufacturing practices, 3D Printing has emerged as a promising solution. However, there are still several challenges that need to be addressed in order to make 3D Printing more sustainable. At the forefront of this transformative shift is Generative AI , a powerful force that has the potential to enhance the sustainable capabilities of 3D Printing.

Generative AI 321

Generative AI Algorithm AI AI 321

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.

AI News

JANUARY 2, 2024

In the Federal Judiciary’s year-end report , US Chief Justice John Roberts addressed the potential impact of AI on the judicial system. In particular, he aimed to quell concerns about the obsolescence of judges in the face of technological advancements. “As 2023 draws to a close with breathless predictions about the future of artificial intelligence, some may wonder whether judges are about to become obsolete.

Big Data 304

Big Data Artificial Intelligence Artificial Intelligence AI 304

IBM Journey to AI blog

JANUARY 3, 2024

Most everyone has heard of large language models, or LLMs, since generative AI has entered our daily lexicon through its amazing text and image generating capabilities, and its promise as a revolution in how enterprises handle core business functions. Now, more than ever, the thought of talking to AI through a chat interface or have it perform specific tasks for you, is a tangible reality.

Generative AI 267

Generative AI Large Language Models AI AI 267

Unite.AI

JANUARY 3, 2024

Over the past year, generative AI has exploded in popularity, thanks largely to OpenAI's release of ChatGPT in November 2022. ChatGPT is an impressively capable conversational AI system that can understand natural language prompts and generate thoughtful, human-like responses on a wide range of topics. However, ChatGPT is not without competition. One of the most promising new contenders aiming to surpass ChatGPT is Claude, created by AI research company Anthropic.

ChatGPT 278

ChatGPT OpenAI Large Language Models AI Modeling 278

AI News

JANUARY 3, 2024

A new open-source AI called OpenVoice offers voice cloning with unprecedented speed and accuracy. Developed by researchers at MIT, Tsinghua University, and Canadian startup MyShell, OpenVoice uses just seconds of audio to clone a voice and allows granular control over tone, emotion, accent, rhythm, and more. MyShell unveiled OpenVoice in a post this week, linking to a pre-reviewed research paper explaining the technology as well as demo sites on MyShell and HuggingFace where users can try it.

Big Data 261

Big Data AI AI Explainability 261

Analytics Vidhya

JANUARY 5, 2024

Introduction Generative AI, or generative adversarial networks (GANs), is a subset of artificial intelligence that focuses on creating new content, such as images, videos, and music. In recent years, generative AI has made significant strides in design, revolutionizing how we create and interact with digital content. This article will explore the innovations and challenges associated […] The post Unveiling the Creative Frontier: Generative AI’s Impact on Design, Innovation, and Colla

Artificial Intelligence 286

Artificial Intelligence Artificial Intelligence Generative AI AI 286

Advertisement

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?

Generative AI

IBM Journey to AI blog

JANUARY 5, 2024

Derived from the Greek words for “hidden writing,” cryptography is the science of obscuring transmitted information so that only the intended recipient can interpret it. Since the days of antiquity, the practice of sending secret messages has been common across almost all major civilizations. In modern times, cryptography has become a critical lynchpin of cybersecurity.

Algorithm 247

Algorithm Computer Scientist 247

Unite.AI

JANUARY 2, 2024

Large Language Models (LLMs) have contributed to advancing the domain of natural language processing (NLP), yet an existing gap persists in contextual understanding. LLMs can sometimes produce inaccurate or unreliable responses , a phenomenon known as “ hallucinations.” For instance, with ChatGPT, the occurrence of hallucinations is approximated to be around 15% to 20% around 80% of the time.

LLM 243

LLM Large Language Models Chatbots Natural Language Processing 243

AI News

JANUARY 5, 2024

OpenAI has announced that its GPT Store, a platform where users can sell and share custom AI agents created using OpenAI’s GPT-4 large language model, will finally launch next week. An email was sent to individuals enrolled as GPT Builders that urges them to ensure their GPT creations align with brand guidelines and advises them to make their models public: The GPT Store was unveiled at OpenAI’s November developers conference, revealing the company’s plan to enable users to bui

Large Language Models 254

Large Language Models Big Data OpenAI Chatbots 254

Analytics Vidhya

DECEMBER 31, 2023

Introduction When it comes to image classification, the nimble models capable of efficiently processing images without compromising accuracy are essential. MobileNetV2 has emerged as a noteworthy contender, with substantial attention. This article explores MobileNetV2’s architecture, training methodology, performance assessment, and practical implementation.

Convolutional Neural Networks 284

Convolutional Neural Networks Neural Network Data Science Artificial Intelligence 284

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.

LLM

Flipboard

JANUARY 5, 2024

Generative AI—think Dall.E, ChatGPT-4, and many more—is all the rage. It’s remarkable successes, and occasional catastrophic failures, have kick-started important debates about both the scope and dangers of advanced forms of artificial intelligence.

Artificial Intelligence 181

Artificial Intelligence Artificial Intelligence Generative AI ChatGPT 181

Marktechpost

JANUARY 5, 2024

Distinguishing fine image boundaries, particularly in noisy or low-resolution scenarios, remains formidable. Traditional approaches, heavily reliant on human annotations and rasterized edge representations, often need more precision and adaptability to diverse image conditions. This has spurred the development of new methodologies capable of overcoming these limitations.

Neural Network 143

Neural Network Deep Learning AI Researcher AI Research 143

databricks

JANUARY 4, 2024

At Databricks, we want to help our customers build and deploy generative AI applications on their own data without sacrificing data privacy or.

LLM 142

LLM Generative AI AI AI 142

Analytics Vidhya

JANUARY 4, 2024

In a groundbreaking study, the University of Michigan has brought attention to an unsettling revelation regarding large language models (LLMs) and their response to social roles. The research, spanning 2,457 questions and 162 social roles, reveals a concerning bias in AI models, favoring gender-neutral or male social roles over female roles. Also Read: Major Error […] The post ‘AI Models are Gender Biased,’ Proves Research appeared first on Analytics Vidhya.

AI Modeling 274

AI Modeling Large Language Models AI AI 274

Advertisement

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

Flipboard

JANUARY 4, 2024

Red teaming, a structured testing effort to find flaws and vulnerabilities in an AI system, is an important means of discovering and managing the risks posed by generative AI. The core concept is trusted actors simulate how adversaries would attack any given system. The term was popularized during the Cold War when the U.S. Defense Department tasked “red teams” with acting as the Soviet adversary, while blue teams were tasked with acting as the United States or its allies.

AI Modeling 181

AI Modeling Generative AI AI AI 181

Marktechpost

JANUARY 2, 2024

Transformer-based LLMs have significantly advanced machine learning capabilities, showcasing remarkable proficiency in domains like natural language processing, computer vision, and reinforcement learning. These models, known for their substantial size and computational demands, have been at the forefront of AI development. However, a central challenge still needs to be solved in optimizing their performance without further escalating their already considerable size and computational requirement

Machine Learning 136

Machine Learning Natural Language Processing Computer Vision LLM 136

Towards AI

JANUARY 2, 2024

Last Updated on January 3, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Getting Started with Google's Latest Multi-Modal AI Model Gemini, the latest LLM model from Google, marks a significant leap forward in the realm of perfect answers to your questions using images, audio, and text. Concurrently, Bard, its predecessor, is making a notable comeback.

LLM 123

LLM Python AI Modeling AI 123

Analytics Vidhya

JANUARY 5, 2024

Introduction In Artificial intelligence and machine learning, the demand for efficient and secure data handling has never been greater. One crucial element in this process is the management of tensors, the fundamental building blocks of machine learning models. As the volume of sensitive data used in these models continues to rise, ensuring the security and […] The post Safetensors: A Secure Approach to Storing and Distributing Tensors appeared first on Analytics Vidhya.

Machine Learning 270

Machine Learning Artificial Intelligence Artificial Intelligence Python 270

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.

Flipboard

JANUARY 4, 2024

Asking ChatGPT a question won’t feel as clunky on Android anymore The hottest tech trend of 2023 was generative AI, led by chatbots like OpenAI’s ChatGPT. There are many ways to use ChatGPT on your Android phone, with the easiest being through OpenAI’s official ChatGPT app for Android.

ChatGPT 181

ChatGPT Chatbots Generative AI AI 181

Marktechpost

DECEMBER 31, 2023

Large Language Models (LLMs), the latest innovation of Artificial Intelligence (AI), use deep learning techniques to produce human-like text and perform various Natural Language Processing (NLP) and Natural Language Generation (NLG) tasks. Trained on large amounts of textual data, these models perform various tasks, including generating meaningful responses to questions, text summarization, translations, text-to-text transformation, and code completion.

AI Researcher 134

AI Researcher AI Research Large Language Models Natural Language Processing 134

Towards AI

JANUARY 2, 2024

Last Updated on January 3, 2024 by Editorial Team Author(s): Davide Nardini Originally published on Towards AI. In this article, I will introduce you to Computer Vision, explain what it is and how it works, and explore its algorithms and tasks.Foto di Ion Fet su Unsplash In the realm of Artificial Intelligence, Computer Vision stands as a fascinating and revolutionary field.

Computer Vision 121

Computer Vision Natural Language Processing Artificial Intelligence Artificial Intelligence 121

Analytics Vidhya

JANUARY 3, 2024

Introduction Time-series forecasting is a crucial task in various domains, including finance, sales, and energy demand. Accurate forecasting allows businesses to make informed decisions, optimize resources, and plan for the future effectively. In recent years, the XGBoost algorithm has gained popularity for its exceptional performance in time-series forecasting tasks.

Algorithm 262

Algorithm Data Science Machine Learning 262

Advertisement

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.

Data Analysis

Flipboard

JANUARY 3, 2024

Satellite imagery and machine learning offer a new, far more detailed look at the maritime industry, specifically the number and activities of fishing and transport ships at sea. Turns out there are way more of them than publicly available data would suggest, a fact that policymakers should heed.

Machine Learning 181

Machine Learning 181

Marktechpost

JANUARY 5, 2024

The field of Artificial Intelligence (AI) is set for a revolutionary change in the coming years. In a recent research paper, a team of researchers from the University of Illinois Urbana-Champaign has offered a thorough and detailed study of the mutually beneficial relationship that exists between code and Large Language Models (LLMs). This study has illuminated how code is essential to turning LLMs into intelligent agents and opens up a world of possibilities beyond traditional language comprehe

Large Language Models 134

Large Language Models LLM AI AI 134

Towards AI

DECEMBER 31, 2023

Last Updated on January 2, 2024 by Editorial Team Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. A clever trick allows offloading some layers Hello, wonderful people! 2023 is almost over. But it seems like the development in LLMs has no breather. Today, we will see how Mixtral 8x7B could be run on Google Colab. Google Colab comes with the following confirmation.

AI 119

AI AI Data Science Artificial Intelligence 119