AWS Machine Learning Blog

FEBRUARY 25, 2025

As AIDAs interactions with humans proliferated, a pressing need emerged to establish a coherent system for categorizing these diverse exchanges. The main reason for this categorization was to develop distinct pipelines that could more effectively address various types of requests. values.tolist()) y_train = df_train['agent'].values.tolist()

Chatbots 69

Chatbots Categorization LLM Algorithm 69

Defined.ai blog

FEBRUARY 26, 2023

offers AI developers hours of video call data, ready for your models, along with thousands of hours of other types of training data. Categorize Me This!”  — Content Categorization: Are you looking for a more organized and efficient way to review and analyze the content from your online meetings?

Categorization 98

Categorization AI AI Automation 98

Unite.AI

DECEMBER 18, 2023

The conference spotlighted exceptional work through its prestigious awards, broadly categorized into three distinct segments: Outstanding Main Track Papers, Outstanding Main Track Runner-Ups, and Outstanding Datasets and Benchmark Track Papers.

Machine Learning 130

Machine Learning Large Language Models Categorization AI Research 130

Unite.AI

AUGUST 22, 2024

Lawmakers behind SB 1047 argue that these regulations are necessary to ensure AI technologies are developed responsibly and transparently. One of the most controversial aspects of SB 1047 is the requirement for AI developers to include a kill switch in their systems.

Categorization 100

Categorization AI AI AI Development 100

IBM Journey to AI blog

AUGUST 2, 2024

The European Union (EU) is the first major market to define new rules around AI. “The aim is to turn the EU into a global hub for trustworthy AI,” according to EU officials. The AI Act takes a risk-based approach, meaning that it categorizes applications according to their potential risk to fundamental rights and safety.

Categorization 122

Categorization Explainability AI AI 122

IBM Journey to AI blog

FEBRUARY 23, 2024

Machine learning (ML) and deep learning (DL) form the foundation of conversational AI development. HR and internal processes: Conversational AI applications streamline HR operations by addressing FAQs quickly, facilitating smooth and personalized employee onboarding, and enhancing employee training programs.

Conversational AI 291

Conversational AI NLP Chatbots AI 291

Unite.AI

DECEMBER 10, 2024

By allowing users to define tagging criteria and natural language descriptions, the tool can review and categorize large document sets in hours instead of days. Lawyers can set criteria and natural language descriptions for specific tags, and Cecilia will efficiently categorize documents based on these parameters.

Categorization 144

Categorization Generative AI Large Language Models Automation 144

Marktechpost

AUGUST 17, 2024

AI-related risks concern policymakers, researchers, and the general public. Although substantial research has identified and categorized these risks, a unified framework is needed to be consistent with terminology and clarity. This process led to the creating of an AI Risk Database containing 777 risks from 43 documents.

Categorization 64

Categorization AI AI Data Extraction 64

Marktechpost

OCTOBER 6, 2024

OLP can assist in segmenting and categorizing streaming transcripts into relevant areas, such as product descriptions, pricing talks, or customer interactions, in live e-commerce. Don’t Forget to join our 50k+ ML SubReddit Interested in promoting your company, product, service, or event to over 1 Million AI developers and researchers?

Large Language Models 109

Large Language Models LLM Categorization Automation 109

Marktechpost

JUNE 20, 2024

These enhancements enable the model to understand and categorize data better, making it more effective for various applications. Future updates and improvements are expected to push further the boundaries of what AI models can achieve. The practical applications of SFR-embedding-v2 are vast and varied.

Categorization 103

Categorization AI AI NLP 103

Marktechpost

JULY 13, 2024

At this point, AI is viewed as more than just a tool; it is a crucial component of company strategy and execution, able to manage intricate organizational duties. OpenAI offers a roadmap for the advancement of AI development by clearly defining the route from conversational AI to organizational management.

OpenAI 107

OpenAI Auto-classification Conversational AI Categorization 107

Marktechpost

MAY 9, 2024

This library systematically categorizes songs, capturing key, tempo, chords, instrumentation, song structures, time signature, genre and more. Having absolute copyright ownership of the data, Rightsify offers indemnity to developers for employing the data in their models commercially. GCX provides datasets with over 4.4

Metadata 122

Metadata Categorization AI AI 122

Marktechpost

OCTOBER 5, 2024

Currently, this CNN is trained on a COCO dataset that categorizes around 80 objects. Don’t Forget to join our 50k+ ML SubReddit Interested in promoting your company, product, service, or event to over 1 Million AI developers and researchers? If you like our work, you will love our newsletter. Let’s collaborate!

Large Language Models 107

Large Language Models Computer Vision Categorization Chatbots 107

Unite.AI

SEPTEMBER 18, 2023

Blockchain technology can be categorized primarily on the basis of the level of accessibility and control they offer, with Public, Private, and Federated being the three main types of blockchain technologies.

Deep Learning 318

Deep Learning Artificial Intelligence Artificial Intelligence AI 318

IBM Journey to AI blog

APRIL 18, 2024

Most experts categorize it as a powerful, but narrow AI model. Current AI advancements demonstrate impressive capabilities in specific areas. The skills gap in gen AI development is a significant hurdle. Some, like Goertzel and Pennachin , suggest that AGI would possess self-understanding and self-control.

Neural Network 256

Neural Network LLM Algorithm NLP 256

Marktechpost

APRIL 20, 2024

With expertise spanning technical AI knowledge, policy, and governance, the group aims to increase transparency and foster collective solutions to the challenges of AI safety evaluation. of the AI Safety Benchmark.

AI 102

AI AI Categorization Responsible AI 102

Marktechpost

JULY 22, 2024

In their methodology, the researchers implemented a hierarchical data pyramid, categorizing data pools based on their ranked model metric scores. The sandbox’s compatibility with existing model-centric infrastructures makes it a versatile tool for AI development.

Generative AI 105

Generative AI AI Modeling Categorization AI 105

Marktechpost

OCTOBER 4, 2024

This issue can be categorized into two types: factual hallucination, where the generated output deviates from established knowledge, and faithfulness hallucination, where the generated response is inconsistent with the provided context. If you like our work, you will love our newsletter. Let’s collaborate!

LLM 111

LLM Natural Language Processing Large Language Models Categorization 111

AWS Machine Learning Blog

OCTOBER 9, 2023

However, implementing ML can be a challenge for companies that lack resources such as ML practitioners, data scientists, or artificial intelligence (AI) developers. Then, we walk you through the process to train a text analysis model to categorize the reviews by product type. All without writing a single line of code.

Machine Learning 94

Machine Learning Categorization ML DevOps 94

ODSC - Open Data Science

MARCH 10, 2025

In this hands-on session, youll start with logistic regression and build up to categorical and ordered logistic models, applying them to real-world survey data. Instant + Customizable GraphRAG with Unstructured + AstraDB Nina Lopatina, PhD, Staff Developer Relations Engineer at Unstructured.io

Data Scientist 52

Data Scientist Data Science LLM Machine Learning 52

Unite.AI

OCTOBER 14, 2024

Perhaps the most ambitious, closing section of the new work is the authors' adjuration that the research and development community aim to develop ‘appropriate' and ‘precise' terminology, to establish the parameters that would define an anthropomorphic AI system, and distinguish it from real-world human discourse.

Robotics 157

Robotics Chatbots AI AI 157

Marktechpost

OCTOBER 4, 2024

Evaluated Models Ready Tensor’s benchmarking study categorized the 25 evaluated models into three main types: Machine Learning (ML) models, Neural Network models, and a special category called the Distance Profile model. The datasets, including HAR70 and PAMAP2, are aggregated versions sourced from the UCI Machine Learning Repository.

Neural Network 103

Neural Network Machine Learning Convolutional Neural Networks Categorization 103

Towards AI

AUGUST 25, 2023

Include summary statistics of the data, including counts of any discrete or categorical features and the target feature. Kilic, “ Data Science Terminology — AI / ML / DL,” Medium, Dec. Gulmez, “ How to Become an AI Developer,” Medium, Jan. Classify, predict, detect, translate, etc. Be willing to share the entire dataset.

Machine Learning 98

Machine Learning Software Engineer Neural Network Data Science 98

Defined.ai blog

FEBRUARY 26, 2023

offers AI developers hours of video call data, ready for your models, along with thousands of hours of other types of training data. Categorize Me This!”  — Content Categorization: Are you looking for a more organized and efficient way to review and analyze the content from your online meetings?

Categorization 52

Categorization AI AI Automation 52

AWS Machine Learning Blog

NOVEMBER 7, 2024

Some components are categorized in groups based on the type of functionality they exhibit. Prompt chaining – Generative AI developers often use prompt chaining techniques to break complex tasks into subtasks before sending them to an LLM. The standalone components are: The HTTPS endpoint is the entry point to the gateway.

Generative AI 104

Generative AI Machine Learning AI AI 104

Becoming Human

MARCH 12, 2024

Automated document analysis AI tools designed for law firms use advanced technologies like NLP and machine learning to analyze extensive legal documents swiftly. By extracting information, identifying patterns, and categorizing content within minutes, these tools enhance efficiency for legal professionals.

Automation 105

Automation NLP Artificial Intelligence Artificial Intelligence 105

AWS Machine Learning Blog

FEBRUARY 12, 2025

It can be used for general text generation where the model needs to provide a response, question-answering tasks where the model must answer a specific question, text summarization tasks where the model needs to summarize a given text, or classification tasks where the model must categorize the provided text.

LLM 87

LLM Generative AI Automation Machine Learning 87

Marktechpost

DECEMBER 11, 2024

Models were categorized into three groups: real-world use cases, long-context processing, and general domain tasks. Image Source : LG AI Research Blog ([link] Responsible AI Development: Ethical and Transparent Practices The development of EXAONE 3.5 Benchmark Evaluations: Unparalleled Performance of EXAONE 3.5

AI Research 85

AI Research AI Researcher Generative AI AI 85

Marktechpost

OCTOBER 7, 2024

This data is categorized into three major categories: Object, Action, and Viewpoint. Don’t Forget to join our 50k+ ML SubReddit Interested in promoting your company, product, service, or event to over 1 Million AI developers and researchers? Models are assessed against each of these categories. Let’s collaborate!

LLM 60

LLM Large Language Models Categorization ML 60

ODSC - Open Data Science

OCTOBER 7, 2024

MLOps is the discipline that unites machine learning development with operational processes, ensuring that AI models are not only built effectively but also deployed and maintained in production environments with scalability in mind. Building Scalable Data Pipelines The foundation of any AI pipeline is the data it consumes.

Software Engineer 52

Software Engineer Data Ingestion Machine Learning Data Scientist 52

ODSC - Open Data Science

FEBRUARY 9, 2024

In it, they categorized AI systems into different risk groups. So the higher the potential risks of an application, the greater the requirements on developers. They believe that as the law stands, it could hamper AI development and reduce the European market’s competitive advantage. For those who may not know.

Data Science 52

Data Science Categorization AI AI 52

Viso.ai

MAY 13, 2024

AI algorithms use them as ground truths to adjust their weights accordingly. The labels are task-dependent and can be further categorized as an image or text annotation. It can be further categorized as follows: Sentiment Annotation : Texts like customer reviews and social media posts usually express different sentiments.

Computer Vision 52

Computer Vision Natural Language Processing Categorization Chatbots 52

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Operationalization journey per generative AI user type To simplify the description of the processes, we need to categorize the main generative AI user types, as shown in the following figure. The next step is to start developing the generative AI application. We will cover monitoring in a separate post.

Generative AI 120

Generative AI Prompt Engineering Prompt Engineer ML 120

Snorkel AI

JANUARY 24, 2023

Snorkel AI has teamed with Snowflake to help our shared customers transform raw, unstructured data into actionable, AI-powered insights. Users are able to rapidly improve training data quality and model performance using integrated error analysis to develop highly accurate and adaptable AI applications.

Data Ingestion 52

Data Ingestion Machine Learning Data Science ML 52

Snorkel AI

JANUARY 24, 2023

Snorkel AI has teamed with Snowflake to help our shared customers transform raw, unstructured data into actionable, AI-powered insights. Users are able to rapidly improve training data quality and model performance using integrated error analysis to develop highly accurate and adaptable AI applications.

Data Ingestion 52

Data Ingestion Machine Learning Data Science ML 52

ODSC - Open Data Science

FEBRUARY 11, 2025

Unlike traditional machine learning tasks, where outputs are binary or categorical, foundation models produce nuanced, open-ended outputs that are harder to assess. She also anticipates advancements in compute hardware, which could challenge the dominance of GPUs and unlock new possibilities for AI development.

AI Engineer 52

AI Engineer Machine Learning Software Engineer Prompt Engineering 52

Viso.ai

JANUARY 16, 2024

Most conventional AI-powered tools only use genre or artist as relevant factors in their training data. This ANN’s training involves understanding and categorizing music based on human perceptions and emotions. Emotional Perception AI Ltd argues that this is going a step beyond conventional categorization.

Neural Network 52

Neural Network Computer Vision Categorization Algorithm 52