Unite.AI

MAY 6, 2024

Legacy systems often lack comprehensive documentation, hindering the ability of AI to grasp their interdependencies effectively. Data Quality and Bias: The quality and representativeness of data used to train the AI model have a significant impact on its output.

Automation 144

Automation Software Engineer Generative AI Software Development 144

Becoming Human

MAY 19, 2023

AI Chatbots The banking sector has started to use AI and ML (machine learning) significantly, with chatbots being one of the most popular applications. Chatbots, along with conversational AI , can provide customer support, handle customer queries, and even process transactions.

Chatbots 84

Chatbots AI Chatbots Natural Language Processing Artificial Intelligence 84

Unite.AI

MARCH 14, 2024

Among AI technologies, search engines, speech & voice recognition, and computer vision lead in deployment across industries, illustrating the diverse applications of AI in enhancing user interaction, processing information, and interpreting visual data.

Computer Vision 120

Computer Vision AI AI Artificial Intelligence 120

Marktechpost

FEBRUARY 12, 2025

These difficulties often arise due to limitations in data quality, model architecture, and the scalability of training processes. The need for open-data reasoning models that perform at a high level is increasingly important, especially as proprietary models continue to lead the field.

Artificial Intelligence 49

Artificial Intelligence Artificial Intelligence Data Quality Conversational AI 49

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. However, banks may encounter roadblocks when integrating AI into their complaint-handling process. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security.

Large Language Models 52

Large Language Models Natural Language Processing LLM AI 52

ODSC - Open Data Science

OCTOBER 20, 2023

You’ll see a demonstration of how to use an effective control layer to help you train LLMs using a suite of open-source solutions, and scale these to true enterprise production levels while controlling costs and improving data quality.

Data Science 52

Data Science NLP Machine Learning Data Analysis 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. However, banks may encounter roadblocks when integrating AI into their complaint-handling process. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security.

Large Language Models 52

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. However, banks may encounter roadblocks when integrating AI into their complaint-handling process. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security.

Large Language Models 52

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. However, banks may encounter roadblocks when integrating AI into their complaint-handling process. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security.

Large Language Models 52

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Flipboard

FEBRUARY 12, 2025

Artificial intelligence (AI) is accelerating at an astonishing pace, quickly moving from emerging technologies to impacting how businesses run. From building AI agents to interacting with technology in ways that feel more like a natural conversation, AI technologies are poised to transform how we work.

AI 65

AI AI Robotics Automation 65

Chatbots Life

MAY 19, 2023

People rely on conversational AI and virtual assistants to do anything from purchasing a trip to scheduling a doctor’s appointment in the present digital environment. AI chatbots replace first-level support agents at the modern service desk. Automation rules today’s world.

Chatbots 69

Chatbots Automation Auto-complete NLP 69

Topbots

SEPTEMBER 11, 2023

Don’t rush AI implementations driven by hype and without market-side validation. User value : Define, quantify, and communicate the value of AI products in terms of efficiency, personalization, convenience, and other dimensions of value. Data quality : Focus on data quality and relevance to train AI models effectively.

UX Design 59

UX Design AI AI Automation 59

Topbots

DECEMBER 19, 2023

Instead of treating all responses as either correct or wrong, Lora Aroyo introduced “truth by disagreement”, an approach of distributional truth for assessing reliability of data by harnessing rater disagreement. Data quality is difficult even with experts because experts disagree as much as crowd labers.

Computer Vision 52

Computer Vision Natural Language Processing AI Research AI Researcher 52

Snorkel AI

MAY 12, 2023

Kishore will then double click into some of the opportunities we find here at Capital One, and Bayan will finish us off with a lean into one of our open-source solutions that really is an important contribution to our data-centric AI community. The same applies for buying a car with Capital One.

Machine Learning 52

Machine Learning Data Scientist Data Science ML 52

Snorkel AI

MAY 12, 2023

Kishore will then double click into some of the opportunities we find here at Capital One, and Bayan will finish us off with a lean into one of our open-source solutions that really is an important contribution to our data-centric AI community. The same applies for buying a car with Capital One.

Machine Learning 52

Machine Learning Data Scientist Data Science ML 52

Unite.AI

SEPTEMBER 4, 2023

The Llama 2-Chat used a binary comparison protocol to collect human preference data, marking a notable trend towards more qualitative approaches. This mechanism informed the Reward Models, which are then used to fine-tune the conversational AI model. Data quality and diversity are just as pivotal as volume in these scenarios.

ChatGPT 284

ChatGPT Auto-complete Large Language Models LLM 284

Marktechpost

FEBRUARY 13, 2025

Existing open-source alternatives often lag behind in performance due to limitations in data quality, training techniques, and computational efficiency. However, these models are closed-source, limiting accessibility and customization for researchers and developers.

Large Language Models 83

Large Language Models OpenAI Data Quality Conversational AI 83

Snorkel AI

MAY 31, 2023

Those pillars are 1) benchmarks—ways of measuring everything from speed to accuracy, to data quality, to efficiency, 2) best practices—standard processes and means of inter-operating various tools, and most importantly to this discussion, 3) data. In order to do this, we need to get better at measuring data quality.

Data Drift 52

Data Drift Machine Learning ML Data Quality 52

Snorkel AI

MAY 31, 2023

Those pillars are 1) benchmarks—ways of measuring everything from speed to accuracy, to data quality, to efficiency, 2) best practices—standard processes and means of inter-operating various tools, and most importantly to this discussion, 3) data. In order to do this, we need to get better at measuring data quality.

Data Drift 52

Data Drift Machine Learning ML Data Quality 52

Marktechpost

NOVEMBER 9, 2024

AI has made significant strides in developing large language models (LLMs) that excel in complex tasks such as text generation, summarization, and conversational AI. Models like LaPM 540B and Llama-3.1

Large Language Models 94

Large Language Models LLM Categorization Data Quality 94

Topbots

JUNE 6, 2023

Less training data : data quality scales better than data size [3] — the more focussed and curated your training data, the less of it is needed to optimise performance. Email Address * Name * First Last Company * What areas of AI research are you interested in?

LLM 105

LLM ChatGPT Prompt Engineer Prompt Engineering 105