AI Impacts

JANUARY 4, 2024

As always, our questions about ‘high level machine intelligence’ (HLMI) and ‘full automation of labor’ (FAOL) got very different answers, and individuals disagreed a lot (shown as thin lines below), but the aggregate forecasts for both sets of questions dropped sharply. (Fig

Large Language Models 351

Large Language Models AI Researcher AI Research AI 351

AI News

MAY 17, 2024

Intelligent automation (IA) technologies are graduating from being operational to highly strategic. Many of the technologies which comprise intelligent automation have been around for a long time, such as classic RPA (robotic process automation) or OCR (optical character recognition). So how does a use case come to life?

Automation 240

Automation Big Data Explainability Robotics 240

DataRobot Blog

MAY 10, 2022

In this post, we will dive deeper into the first component of managing model risk, and look at opportunities at how automation provided by DataRobot brings about efficiencies in the development and implementation of models. . With this definition of model risk, how do we ensure the models we build are technically correct? Download Now.

Automation 64

Automation Machine Learning Data Quality Algorithm 64

IBM Journey to AI blog

JANUARY 8, 2024

Event triggers are used to automate workflows or decisions, allowing businesses to generate notifications so appropriate actions can be taken as swiftly as situations are detected. Flexible and customizable Kafka configurations can be automated by using a simple user interface. Ready to take the next step?

Automation 200

Automation Data Quality Explainability 200

Ofemwire

MAY 9, 2023

If you’re looking to stay ahead of the competition in 2023, AI email automation tools are an essential part of your toolbox. AI-driven email automation tools can take your email marketing efforts to the next level, saving you time and boosting your ROI. With the use of AI, email automation becomes even more powerful.

Automation 52

Automation AI AI ChatGPT 52

Unite.AI

JUNE 14, 2023

Coming Disruptions Enabled by GenAI Generative AI has the potential to disrupt the application security ecosystem in several ways: Automated Vulnerability Detection : Traditional vulnerability scanning tools often rely on manual rule definition or limited pattern matching.

LLM 275

LLM Generative AI Automation Machine Learning 275

IBM Journey to AI blog

FEBRUARY 26, 2024

Will it be automated or manual? What they might or might not have in place is the automated mechanism that redirects traffic to those redundant systems when a core service goes down. Or will you failover to another provider, maintaining a seamless user experience? On the back-end, how will that failover process work?

Automation 217

Automation 217

Aiiot Talk

MAY 3, 2023

It’s an umbrella term for AI that produces content, which is a versatile definition. This tech opens the door for new and diverse outputs, from creating entirely new products and services to automating a wide range of tasks. AI automation cuts costs and improves your company’s bottom line.

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Artificial Intelligence Artificial Intelligence Generative AI Automation 246

Unite.AI

SEPTEMBER 22, 2023

About 10 years ago or so, automated data warehousing as in using software products to build data models, to build data warehouses, and to populate it started and it has accelerated quite a bit in the recent past I would say about going back two to three years, and the focus is on automation.

Large Language Models 278

Large Language Models Automation Artificial Intelligence Artificial Intelligence 278

Marktechpost

FEBRUARY 24, 2024

Meet Optuna : a software framework designed to automate and accelerate the hyperparameter optimization process. Its Pythonic search spaces allow for familiar syntax, making the definition of complex search spaces straightforward.

Machine Learning 109

Machine Learning Python Automation Algorithm 109

AI Weekly

FEBRUARY 29, 2024

bbc.com FCC officially declares AI-voiced robocalls illegal The FCC’s war on robocalls has gained a new weapon in its arsenal with the declaration of AI-generated voices as “artificial” and therefore definitely against the law when used in automated calling scams.

Artificial Intelligence 214

Artificial Intelligence Artificial Intelligence Software Development AI 214

IBM Journey to AI blog

JANUARY 22, 2024

Useful definitions The GDPR uses some specific terminology. Each EEA state sets its own definition of “child” under the GDPR. The organization offers data subjects a way to contest automated decisions. If an organization does use automated decisions, it must give data subjects a way to contest those decisions.

Automation 221

Automation Explainability 221

IBM Journey to AI blog

SEPTEMBER 6, 2023

From customized content creation to task automation and data analysis, AI has seemingly endless applications when it comes to marketing, but also some potential risks. Here are some key definitions, benefits, use cases and finally a step-by-step guide for integrating AI into your next marketing campaign.

Automation 214

Automation Data Scientist AI AI 214

Applied Data Science

MAY 6, 2021

To keep myself sane, I use Airflow to automate tasks with simple, reusable pieces of code for frequently repeated elements of projects, for example: Web scraping ETL Database management Feature building and data validation And much more! link] We finally have the definition of the DAG. It’s a lot of stuff to stay on top of, right?

Data Scientist 52

Data Scientist Automation Python Data Science 52

O'Reilly Media

OCTOBER 17, 2023

This definition is essentially interactive. This is probably the definition that Agarwal has in mind. This definition isn’t interactive; it’s automating a task to make it easier for others to do. Designing automated prompting systems is clearly important. What about the first, interactive definition?

Prompt Engineer 100

Prompt Engineer Prompt Engineering Generative AI Automation 100

Unite.AI

FEBRUARY 22, 2024

VIA employs AI, machine learning, and high-definition imaging to conduct digital vehicle inspections, overcoming the challenges associated with manual inspections, such as human error, subjectivity, and processing delays. It also incorporates fraud detection through automated analysis of patterns and user behaviors.

Computer Vision 182

Computer Vision Machine Learning Robotics Automation 182

Unite.AI

JANUARY 1, 2024

Generative AI accelerates business process management by automating complex tasks, promoting innovation, and reducing manual workload. In addition, Generative AI tools have automated content creation , making elements like images, audio, video, etc., It also challenges the definition and protection of intellectual property rights.

Generative AI 223

Generative AI AI AI Large Language Models 223

IBM Journey to AI blog

MAY 10, 2024

Beyond artificial intelligence (AI) , deep learning drives many applications that improve automation , including everyday products and services like digital assistants, voice-enabled consumer electronics, credit card fraud detection and more. FPGA programming and reprogramming can potentially delay deployments.

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Deep Learning Neural Network Artificial Intelligence Artificial Intelligence 278

Marktechpost

NOVEMBER 23, 2023

It basically focuses on algorithms that allow machines to interpret complicated patterns and correlations found in datasets by automating the search for analytic expressions. It automates the process of finding analytic expressions fitting complex datasets.

Artificial Intelligence 130

Artificial Intelligence Artificial Intelligence Deep Learning Automation 130

AWS Machine Learning Blog

OCTOBER 2, 2023

It is architected to automate the entire machine learning (ML) process, from data labeling to model training and deployment at the edge. Automating data labeling Data labeling is an inherently labor-intensive task that involves humans (labelers) to label the data. Let’s look at how to automate model building next!

Automation 92

Automation DevOps Machine Learning Metadata 92

IBM Journey to AI blog

MAY 31, 2023

This allows for greater automation and optimization of production processes, leading to increased efficiency, productivity and flexibility in manufacturing. The difference is found in the definition of edge computing, which states that data is analyzed at the source where data is generated. Learn more about Industry 4.0

DevOps 244

DevOps Robotics Automation 244

Towards AI

JANUARY 24, 2024

Using this simple concept, we can reformulate the definition ofNP-C problem as follows: a problem is NP-C if there is not enough information to significantly reduce the set of solutions. I love this definition because, in just a few lines, it makes us fully understand the problem.

Neural Network 95

Neural Network Artificial Intelligence Artificial Intelligence Algorithm 95

Marktechpost

APRIL 22, 2024

Definition and Core Characteristics of LPUs An LPU is a specialized hardware designed to excel at language processing tasks. LPUs are increasingly relevant in today’s digital world, where language-centric tasks, from real-time translation to automated content generation, are prevalent.

Natural Language Processing 105

Natural Language Processing Conversational AI NLP AI 105

AWS Machine Learning Blog

APRIL 16, 2024

The benefits of using CloudFormation include: Consistency – A CloudFormation template provides a more consistent and automated way to deploy and manage the resources associated with an Amazon Lex bot. AWS CloudFormation allows for a more streamlined and efficient approach to managing the bot’s definition and resources.

Automation 86

Automation Deep Learning Artificial Intelligence Artificial Intelligence 86

IBM Journey to AI blog

FEBRUARY 23, 2024

Each EEA state sets its own definition of “child” under the GDPR. Companies must be prepared to comply with these varying definitions. Automated decisions and profiling Data subjects have special rights regarding automated processing. Cut-offs range from under 13 to under 16 years old.

Automation 207

Automation Explainability OpenAI ChatGPT 207

ODSC - Open Data Science

AUGUST 14, 2023

Really, AI isn’t this grandiose robot that’s here to take over the world; AI is just a tool to help us automate, discover, and understand the data that’s already around us. Not everyone needs to know how to use machine learning to build an automation feature for your analytics dashboard, but it’s easy to learn how to use it.

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Artificial Intelligence Artificial Intelligence AI AI 98

Towards AI

FEBRUARY 20, 2024

It’s a delicate and hugely complex task to characterize what constitutes an artificial human-like intelligence, but the confusion resulting from trying to reach a solid definition is a first indication of how our human nature resists declaring that we’ve 100% “achieved” AGI. I’m with the latter group.

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Neural Network Artificial Intelligence Artificial Intelligence AI Researcher 94

Marktechpost

APRIL 24, 2024

The Definitive Guide to DAX As the name suggests, this book is a guide to the DAX language for data modeling and analytics. Collect, Combine, and Transform Data Using Power Query in Excel and Power BI This book guides how to improve productivity by automating the process of data preparation, cleaning, and analysis.

Business Intelligence 105

Business Intelligence Artificial Intelligence Artificial Intelligence Explainability 105

Marktechpost

JANUARY 16, 2024

This collaborative intelligence is essential for building intelligent assistant platforms, automated customer service ensembles, or multi-agent research teams. The framework also offers flexible task management, allowing the definition of tasks with customizable tools and dynamic assignment to agents.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence AI AI 103

AWS Machine Learning Blog

DECEMBER 19, 2023

It’s much more than just automation. Continuous integration/delivery facilitates the automated building, testing, and packaging of the model training pipeline and deploying it into the target execution environment. The automated pipeline includes steps for out-of-the-box model storage and metric tracking.

Machine Learning 104

Machine Learning ML Engineer DevOps ML 104

IBM Journey to AI blog

MARCH 8, 2024

Smart factories 5G, along with AI and ML, is poised to help factories become not only smarter but more automated, efficient and resilient. One example is the area of remote surgery that uses robotics and a high-definition live stream connected to the internet via a 5G network.

ML 270

ML Automation Robotics Data Analysis 270

DataRobot Blog

APRIL 29, 2022

The stakes in managing model risk are at an all-time high, but luckily automated machine learning provides an effective way to reduce these risks. The regulators have provided a universal definition that has been adopted across the financial industry. When business decisions are made based on bad models, the consequences can be severe.

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Black Box AI Machine Learning Automation Big Data 111

IBM Journey to AI blog

MAY 1, 2023

Continued advancement in AI development has resulted today in a definition of AI which has several categories and characteristics. Below are some typical use cases and demonstrates the primary impact on the automation of internal processes and on improved customer service.

Artificial Intelligence 208

Artificial Intelligence Artificial Intelligence Natural Language Processing Conversational AI 208

Marktechpost

MAY 8, 2024

From basic driver assistance to fully autonomous vehicles(AVs) capable of navigating without human intervention, the progression is evident through the SAE Levels of vehicle automation. Different definitions of safety exist, from risk reduction to minimizing harm from unwanted outcomes.

Deep Learning 107

Deep Learning Neural Network Data Scarcity Natural Language Processing 107

Marktechpost

NOVEMBER 19, 2023

In recent times, with Artificial Intelligence becoming extremely popular, the field of Automated Speech Recognition (ASR) has seen tremendous progress. In conclusion, this approach can definitely work excellently in overcoming CPU-based beam search decoding’s performance constraints in CTC models.

Python 125

Python Artificial Intelligence Artificial Intelligence Machine Learning 125

Marktechpost

JANUARY 30, 2024

In recent research, a team of researchers from Tencent AI Lab, Kyoto University, and Shenyang Institute of Automation conducted an extensive study about the field of MM-LLMs. Starting with the definition of general design formulations for model architecture and the training pipeline, the study covers a number of topics.

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Large Language Models AI Researcher AI Research LLM 137

Flipboard

AUGUST 7, 2023

Zillow is also looking at generative AI as a way to stretch marketing dollars and automate some of the research, planning, and content production that goes into marketing campaigns. Real estate agents Automation and AI can help Zillow customers on their path to buying or selling a home, but Beitel said humans are still crucial to the process.

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Machine Learning Automation AI AI 113