Sat.Dec 30, 2023 - Fri.Jan 05, 2024

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Outsmarting the Masters: How Weak AI Trains Super AI

Towards AI

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 107
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60+ Generative AI Terms You Must Know By Heart

Analytics Vidhya

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.

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Survey of 2,778 AI authors: six parts in pictures

AI Impacts

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.

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IBM’s new watson large speech model brings generative AI to the phone 

IBM Journey to AI blog

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.

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Usage-Based Monetization Musts: A Roadmap For Sustainable Revenue Growth

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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Revolutionizing 3D Printing: Generative AI’s Role in Sustainable Design

Unite.AI

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.

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US Chief Justice: AI won’t replace judges but will ‘transform our work’

AI News

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.

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A brief history of cryptography: Sending secret messages throughout time

IBM Journey to AI blog

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 310
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The Case for Decentralizing Your AI Tech Stack

Unite.AI

So much of the conversation on AI development has become dominated by a futuristic and philosophical debate – should we approach general artificial intelligence , where AI will become advanced enough to perform any task the way a human could? Is that even possible? While the acceleration versus deceleration discussion is important and timely with advancements like the Q-star model, other aspects matter, too.

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Unveiling the Creative Frontier: Generative AI’s Impact on Design, Innovation, and Collaboration

Analytics Vidhya

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

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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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MyShell releases OpenVoice voice cloning AI

AI News

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.

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Artificial Intelligence Brain

Flipboard

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.

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ChatGPT Meets Its Match: The Rise of Anthropic Claude Language Model

Unite.AI

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.

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What is MobileNetV2? Features, Architecture, Application and More

Analytics Vidhya

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.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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OpenAI’s GPT Store to launch next week after delays

AI News

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

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How to Red Team a Gen AI Model

Flipboard

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.

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Researchers from Google Propose a New Neural Network Model Called ‘Boundary Attention’ that Explicitly Models Image Boundaries Using Differentiable Geometric Primitives like Edges, Corners, and Junctions

Marktechpost

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.

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Safetensors: A Secure Approach to Storing and Distributing Tensors

Analytics Vidhya

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.

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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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Shaping the future of advanced robotics

DeepMind

AutoRT, SARA-RT, and RT-Trajectory build on our historic Robotics Transformers work to help robots make decisions faster, and better understand and navigate their environments.

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ChatGPT could soon replace Google Assistant on your Android phone

Flipboard

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.

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Meet SPACEL: A New Deep-Learning-based Analysis Toolkit for Spatial Transcriptomics

Marktechpost

Scientists traditionally examine tissues by analyzing the expression levels of genes in individual cells using a technique known as spatial transcriptomics (ST). Researchers gain insights into cells’ spatial organization and function by measuring the quantity of RNA in specific locations within a tissue. Spatial transcriptomics (ST) technologies have been instrumental in unraveling the mysteries of mRNA expression in individual cells while maintaining their spatial coordinates.

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‘AI Models are Gender Biased,’ Proves Research

Analytics Vidhya

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.

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The Tumultuous IT Landscape Is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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By Jove, It’s No Myth: NVIDIA Triton Speeds Inference on Oracle Cloud

NVIDIA

An avid cyclist, Thomas Park knows the value of having lots of gears to maintain a smooth, fast ride. So, when the software architect designed an AI inference platform to serve predictions for Oracle Cloud Infrastructure’s (OCI) Vision AI service, he picked NVIDIA Triton Inference Server. That’s because it can shift up, down or sideways to handle virtually any AI model, framework and hardware and operating mode — quickly and efficiently.

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Satellite imagery analysis shows immense scale of dark fishing industry

Flipboard

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.

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Meta Introduces HawkEye: Revolutionizing Machine Learning ML Debugging with Streamlined Workflows

Marktechpost

In machine learning (ML) research at Meta, the challenges of debugging at scale have led to the development of HawkEye, a powerful toolkit addressing the complexities of monitoring, observability, and debuggability. With ML-based products at the core of Meta’s offerings, the intricate nature of data distributions, multiple models, and ongoing A/B experiments pose a significant challenge.

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10 Best AI Image Enhancers To Use in 2024

Analytics Vidhya

Introduction In an era where visuals hold immense power, the quest for enhancing images has reached new heights. Enter AI image enhancers – revolutionary tools leveraging the prowess of artificial intelligence to transform ordinary visuals into extraordinary masterpieces. These AI-powered solutions employ sophisticated algorithms to elevate image quality, sharpen details, and breathe life into every […] The post 10 Best AI Image Enhancers To Use in 2024 appeared first on Analytics Vidhya.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Generating value from enterprise data: Best practices for Text2SQL and generative AI

AWS Machine Learning Blog

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. One such area that is evolving is using natural language processing (NLP) to unlock new opportunities for accessing data through intuitive SQL queries. Instead of dealing with complex technical code, business users and data analysts can ask questions related to data and insights in plain language.

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Satellite imagery analysis shows immense scale of dark fishing industry

Flipboard

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. As a shared global resource, the oceans […] © 2023 TechCrunch.

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This Paper Introduces LARP: An Artificial Intelligence Framework for Role-Playing Language Agents Tailored for Open-World Games

Marktechpost

Language agents have proven their worth regarding problem-solving abilities within brief timelines and defined settings. But when it comes to the ever-changing complexities of the open-world simulations where there is an interplay of memory retention and coherent actions taken given this memory, challenges arise from the randomness of language agent output and cumulative distortion in task results.