IBM Journey to AI blog

FEBRUARY 15, 2024

The impacts of climate change may be organized into three categories: Intensifying extreme weather events Changes to natural ecosystems Harm to human health and well-being Extreme weather events While climate change is defined as a shift in long-term weather patterns, its impacts include an increase in the severity of short-term weather events.

Artificial Intelligence 168

Artificial Intelligence Artificial Intelligence 168

Artificial Corner

JULY 11, 2023

Sustainability in Energy Management Managing energy efficiently is one of the most important aspects of building smart cities. A green AI system has the potential to optimize energy consumption and reduce waste through the analysis of large quantities of data collected from sensors, smart grids and energy systems.

Artificial Intelligence 74

Artificial Intelligence Artificial Intelligence Algorithm AI 74

NVIDIA

MARCH 19, 2024

NPN awards categories span a multitude of competencies and industries, including service delivery, data center networking, public sector, healthcare and higher education. Three new categories were created this year.

Machine Learning 90

Machine Learning AI AI Software Engineer 90

Flipboard

SEPTEMBER 27, 2023

It declined to disclose customer data, but said that it works with industries across renewable energy, oil and gas, wildfire detection, and urban air mobility vehicles. Scaled Foundations is initially focusing on aerial robotics and vehicles, with a plan to eventually roll out tools for manipulation and wheeled robots.

Robotics 117

Robotics ChatGPT Computer Vision OpenAI 117

AI Weekly

SEPTEMBER 14, 2023

Neoliberalism on Trial: AI and Existential Risk I include in the trial balloon category a recent story, “The True Threat of Artificial Intelligence,” which argues that cutting-edge digital technology poses an existential threat to humanity.

Robotics 218

Robotics Artificial Intelligence Artificial Intelligence Machine Learning 218

Unite.AI

SEPTEMBER 25, 2023

AR and VR are both included in the category of immersive technology known as XR, or Extended Reality. As a result, enterprises in manufacturing, healthcare, technology, construction, energy, automotive, aerospace and financial services (to name a few) are more competitive and positioned well for future growth.

Computer Vision 338

Computer Vision AI AI Deep Learning 338

IBM Journey to AI blog

NOVEMBER 8, 2023

This list includes 16 wide categories, such as all soft cheeses, nut butters, crustaceans, leafy greens and fresh-cut fruits. For the first time, the rule establishes additional recordkeeping requirements for any US-based entity that manufactures, processes, packs or holds foods on the Food Traceability List.

ESG 291

ESG Automation 291

Marktechpost

JANUARY 18, 2024

Components of a GPU Cluster A GPU Cluster has two main categories of components – hardware and software. It helps the researchers accelerate their code and better explore the high-energy frontier. They help in rapidly processing large amounts of data and allow for more accurate predictions of severe weather events.

Neural Network 122

Neural Network Deep Learning Natural Language Processing Computer Vision 122

IBM Journey to AI blog

NOVEMBER 24, 2023

We have seen significant benefits in investing time and energy upfront (and ongoing) in customizing many of these Generative AI accelerators for certain patterns based on potential repeatability. In addition, teams were able to identify key API categories for building right operational resilience.

Generative AI 253

Generative AI Auto-complete DevOps Automation 253

IBM Journey to AI blog

APRIL 25, 2023

We now have gasoline-powered engines, battery electric vehicles (BEVs), and hybrid vehicles.

Big Data Engineer 144

Big Data Engineer Big Data Business Intelligence Artificial Intelligence 144

Snorkel AI

MAY 3, 2023

Here, the output typically contains some predefined categories such as pedestrians and cars and trucks, and so on. It’s being predicted into a truck, which is one of the in-distribution categories. Then, we calculate this energy score, which I’ll talk about the definition in the next slide coming up.

Machine Learning 52

Machine Learning Neural Network Explainability Data Scientist 52

Snorkel AI

MAY 3, 2023

Here, the output typically contains some predefined categories such as pedestrians and cars and trucks, and so on. It’s being predicted into a truck, which is one of the in-distribution categories. Then, we calculate this energy score, which I’ll talk about the definition in the next slide coming up.

Machine Learning 52

Machine Learning Neural Network Explainability Data Scientist 52

Allen AI

DECEMBER 31, 2023

AI2’s geospatial team released one of the largest and diverse satellite imagery datasets ever composed of Sentinel-2 and NAIP images with 302M labels under 137 categories and seven label types [ paper , demo , code ]. The trend of the ML community to build ever larger models poses serious risks.

Computer Vision 94

Computer Vision AI AI Artificial Intelligence 94

AWS Machine Learning Blog

SEPTEMBER 7, 2023

Efficient control policies enable industrial companies to increase their profitability by maximizing productivity while reducing unscheduled downtime and energy consumption. About the Authors Walt Mayfield is a Solutions Architect at AWS and helps energy companies operate more safely and efficiently. Store these objects in Amazon S3.

Natural Language Processing 97

Natural Language Processing Machine Learning Algorithm Automation 97

Marktechpost

AUGUST 4, 2023

This cloud-based software may help entrepreneurs save time and energy on financial management thanks to its automated invoicing capabilities, cash flow forecasting and budgeting tools, and customizable dashboards for tracking performance metrics. It can read barcodes, sort purchases into categories, and produce reports.

AI Tools 93

AI Tools Artificial Intelligence Artificial Intelligence Automation 93

NVIDIA

SEPTEMBER 11, 2023

Separately, NVIDIA announced inference software that will give users leaps in performance, energy efficiency and total cost of ownership. The result was in MLPerf’s so-called “open division,” a category for showcasing new capabilities. GH200 Superchips Shine in MLPerf The GH200 links a Hopper GPU with a Grace CPU in one superchip.

Computer Vision 127

Computer Vision LLM BERT Large Language Models 127

AI Weekly

MAY 25, 2023

bbc.com Art made by AI is developing a style of its own First prize in the creative category of this year’s Sony World Photography Awards was presented in April to Boris Eldagsen, who impressed judges with his ethereal, vintage-style portrait of two women in black and white. reuters.com Ethics — what ethics?

OpenAI 130

OpenAI Robotics ChatGPT Artificial Intelligence 130

Towards AI

FEBRUARY 13, 2024

Artists can also decide what content categories their voice can be used for. However, it wouldn’t be surprising that Sam expects the chip market to grow far beyond current levels and for this to require huge associated investment (including energy demands). LeCun regards it as a moral necessity.

Metadata 102

Metadata OpenAI AI AI 102

Marktechpost

JULY 11, 2023

It presently has 20 actual FL datasets with small, medium, and large sizes for a wide range of task categories, including image classification, object identification, word prediction, speech recognition, and reinforcement learning. FedScale Runtime to standardize and simplify FL assessment in more realistic conditions.

Machine Learning 86

Machine Learning ML Algorithm Artificial Intelligence 86

John Snow Labs

MAY 19, 2023

The second step classifies the entities based on categories. are entity categories. This high energy consumption leads to a large carbon footprint and contributes to climate change. For instance, people, organization, location, time, etc., NER Main Tasks The notable tasks of NER in the Legal space are given below.

NLP 52

NLP Natural Language Processing Large Language Models Deep Learning 52

Mlearning.ai

OCTOBER 23, 2023

On the other hand, as we can say they are kind of ANNs (Artificial Neural Networks) for generalizing data but weigh more powerful , but also high energy consuming for computation. The paper has mentioned developed architectures in these four categories with their limitations. So now we know it has convolutional operators.

Neural Network 52

Neural Network Computer Vision Categorization Artificial Intelligence 52

Snorkel AI

FEBRUARY 2, 2023

The Snorkel Flow iteration loop Standard data-labeling approaches cost a lot of time, energy, and money. Job categories. This model will ingest our similarity metrics as features—such as string similarities between names, differences between job wages, and the average wage for the job category. This model achieves 88.8%

Auto-classification 52

Auto-classification Software Engineer Neural Network Machine Learning 52

Snorkel AI

FEBRUARY 2, 2023

The Snorkel Flow iteration loop Standard data-labeling approaches cost a lot of time, energy, and money. Job categories. This model will ingest our similarity metrics as features—such as string similarities between names, differences between job wages, and the average wage for the job category. This model achieves 88.8%

Auto-classification 52

Auto-classification Software Engineer Neural Network Machine Learning 52

Allen AI

JULY 27, 2023

Breaking the Black Box : Each AI2 ImpACT License includes disclosure requirements about the inputs used to develop derivatives based on the underlying artifacts (including identifying intended uses, funding sources, energy consumption, and data provenance for the derivatives).

Responsible AI 52

Responsible AI AI AI AI Developer 52

Snorkel AI

JUNE 15, 2023

All the techniques we use are common across these different categories. We want things like energy supplements, but don’t think want things like prescription medicines. Red Bull is an interesting case since we want to track it as an energy drink, but they also sponsor sports events so it appears there.

Data Scientist 52

Data Scientist Machine Learning Data Science Large Language Models 52

Snorkel AI

JUNE 15, 2023

All the techniques we use are common across these different categories. We want things like energy supplements, but don’t think want things like prescription medicines. Red Bull is an interesting case since we want to track it as an energy drink, but they also sponsor sports events so it appears there.

Data Scientist 52

Data Scientist Machine Learning Data Science Large Language Models 52

AWS Machine Learning Blog

MARCH 29, 2023

Data classification The data classification component identifies the critical parts of the evaluation reports, and further classifies them into a taxonomy of categories organized around the various themes of the Sustainable Development Goals. Extracted paragraphs with their classification categories are stored in Amazon RDS for PostgreSQL.

ML 69

ML Metadata Data Ingestion Data Extraction 69

Mlearning.ai

JUNE 18, 2023

AI for Paupers, Misers and Cheapskates Make no mistake — AI is extremely energy intensive. obj.names # This file contains the categories of all the objects in the dataset. # The index of the category serves as its numerical category. obj.names # This file contains the categories of all the objects in the dataset. #

Deep Learning 52

Deep Learning Computer Vision Python ML 52

Google Research AI blog

JULY 11, 2023

The environment is an encapsulation of the architecture cost model — which includes latency, throughput, area, energy, etc., The reward is a function of hardware performance metrics, such as performance, energy consumption, etc. It comprises two main components: 1) the ArchGym environment and 2) the ArchGym agent.

Machine Learning 74

Machine Learning Algorithm ML 74

Dlabs.ai

AUGUST 21, 2023

Each category might have different implications for both ethics and legality. Specific data points like health records, financial information, or personal identifiers are considered sensitive within these categories. Such training demands data, time, and energy, increasing costs. These can include hardware and software.

Large Language Models 98

Large Language Models Automation AI Modeling AI 98

Pickl AI

NOVEMBER 3, 2023

Different Approaches to Stock Trading Although there are many different approaches to trading stocks, they may be roughly divided into two main categories: Fundamental Analysis: Includes analyzing a company’s financial situation, revenue, earnings, and overall market position.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Algorithm AI 52

Mlearning.ai

JUNE 22, 2023

In this article, we will delve into the three broad categories of transformer models based on their training methodologies: GPT-like (auto-regressive), BERT-like (auto-encoding), and BART/T5-like (sequence-to-sequence). Ultimately, understanding the differences in these models and then leveraging them for your personal needs is a must.

Auto-classification 52

Auto-classification Auto-complete BERT Deep Learning 52

Unite.AI

SEPTEMBER 18, 2023

Deep learning frameworks can be classified into two categories: Supervised learning, and Unsupervised learning. The K-Anonymity method has been the basis of a proposed reliable transactional model that facilitates transactions between energy nodes, and electric vehicles.

Deep Learning 321

Deep Learning Artificial Intelligence Artificial Intelligence AI 321

Unite.AI

SEPTEMBER 19, 2023

How you classify that printer–for instance, as office equipment or another expense category–can significantly impact the tax rates you ultimately pay. They can also analyze different expense categories, and identify if any costs can be reduced. #2: However, now, you need to categorize it for tax purposes.

Categorization 288

Categorization AI AI Automation 288

Flipboard

NOVEMBER 9, 2023

We demonstrate the overlap below: Real-Time Music Streaming Thus far, most of the emerging generative streaming products have been in the functional music category: apps like Endel , Brain.fm , and Aimi. Enter AI-generated music. Products like Beatoven , Soundraw , and Boomy make it easy for anyone to generate unique, royalty-free tracks.

Generative AI 34

Generative AI AI AI Categorization 34

Flipboard

JULY 31, 2023

Cable Damage The Cable Damage dataset is a great example of a relevant infrastructure and energy dataset. Image classification involves assigning a label to an image from a predetermined set of categories. If the model’s performance is satisfactory, it can then be used to classify new images according to the categories it has learned.

Machine Learning 104

Machine Learning Computer Vision Deep Learning Convolutional Neural Networks 104

Pickl AI

NOVEMBER 17, 2023

Here are real-world examples showcasing how Roll Rate Analysis is applied in Data Science: Credit Risk Modeling In credit risk modeling, Data Scientists leverage Roll Rate Analysis to assess the transition of borrowers between different risk categories. What is the roll rate in a Markov chain?

Data Scientist 52

Data Scientist Data Science Python Algorithm 52