Marktechpost

FEBRUARY 28, 2025

This study categorizes existing collaboration strategies, highlights their advantages, and proposes future directions for advancing modular multi-LLM systems. The study categorizes existing multi-LLM collaboration methods into a hierarchy based on information exchange levels, including API, text, logit, and weight-level collaboration.

LLM 56

LLM Categorization AI AI 56

AWS Machine Learning Blog

FEBRUARY 20, 2025

The company is committed to ethical and responsible AI development with human oversight and transparency. Verisk is using generative AI to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles. This analysis helps pinpoint specific areas that need improvement.

Generative AI 110

Generative AI LLM Auto-classification Categorization 110

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 73

Chatbots Categorization LLM Algorithm 73

Towards AI

OCTOBER 30, 2023

Our journey will progress into its application in AI, leading to the identification of pivotal stakeholders in AI Governance. In Part 2, we’ll delve deeper into analyzing, categorizing, and prioritizing stakeholders in AI Governance, and more. Without further ado, Let us embark on the first phase of this insightful guide.

Categorization 116

Categorization AI Development AI Developer AI Engineer 116

Unite.AI

MARCH 6, 2024

Gemma's architecture leverages advanced neural network techniques, particularly the transformer architecture, a backbone of recent AI developments. It also supports easy deployment options, including Vertex AI and Google Kubernetes Engine.

Generative AI 133

Generative AI Neural Network Responsible AI AI 133

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

ODSC - Open Data Science

MARCH 18, 2025

Session 2: Bayesian Analysis of Survey Data: Practical Modeling withPyMC Unlock the power of Bayesian inference for modeling complex categorical data using PyMC. This session takes you from logistic regression to categorical and ordered logistic regression, providing practical, hands-on experience with real-world surveydata.

Data Science 64

Data Science Machine Learning Software Engineer Data Scientist 64

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

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 67

Categorization AI AI Data Extraction 67

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 147

Categorization Generative AI Large Language Models Automation 147

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 112

Large Language Models LLM Categorization Automation 112

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 104

Categorization AI AI NLP 104

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 109

OpenAI Auto-classification Conversational AI Categorization 109

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 125

Metadata Categorization AI AI 125

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 109

Large Language Models Computer Vision Categorization Chatbots 109

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 321

Deep Learning Artificial Intelligence Artificial Intelligence AI 321

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 103

AI AI Categorization Responsible AI 103

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

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 107

Generative AI AI Modeling Categorization AI 107

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 103

Machine Learning Categorization ML DevOps 103

Marktechpost

SEPTEMBER 17, 2024

Train and Test Sets for Model Development The synthetic-GSM8K-reflection-405B dataset is thoughtfully designed to support AI model development. These examples are categorized by difficulty levels: medium, hard, and very hard, ensuring that models trained on this dataset can handle a wide spectrum of reasoning challenges.

AI Modeling 104

AI Modeling Machine Learning AI AI 104

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 113

LLM Natural Language Processing Large Language Models Categorization 113

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 162

Robotics Chatbots AI AI 162

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 104

Neural Network Machine Learning Convolutional Neural Networks Categorization 104

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

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 112

Generative AI Machine Learning AI AI 112

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

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 93

LLM Generative AI Automation Machine Learning 93

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

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

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 87

AI Research AI Researcher Generative AI AI 87

Marktechpost

DECEMBER 10, 2024

The dataset is built through a three-step process: categorizing diverse tasks, augmenting them with CoT rationales, and applying rigorous self-filtering to enhance accuracy. Data is categorized into ten major types, facilitating task-specific enhancements. Check out the Paper.

Categorization 44

Categorization AI Researcher AI Research ML 44

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 62

LLM Large Language Models Categorization ML 62

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