Unite.AI

DECEMBER 27, 2024

Its because the foundational principle of data-centric AI is straightforward: a model is only as good as the data it learns from. For example, generative AI systems that produce erroneous outputs often trace their limitations to inadequate training datasets, not the underlying architecture.

Data Quality 130

Data Quality Data Drift Explainability Big Data 130

AI Weekly

OCTOBER 12, 2023

techspot.com Applied use cases Study employs deep learning to explain extreme events Identifying the underlying cause of extreme events such as floods, heavy downpours or tornados is immensely difficult and can take a concerted effort by scientists over several decades to arrive at feasible physical explanations. "I'll get more," he added.

Robotics 264

Robotics Large Language Models Deep Learning Artificial Intelligence 264

IBM Journey to AI blog

OCTOBER 16, 2023

Foundation models are widely used for ML tasks like classification and entity extraction, as well as generative AI tasks such as translation, summarization and creating realistic content. The development and use of these models explain the enormous amount of recent AI breakthroughs.

Metadata 220

Metadata Explainability Automation Explainable AI 220

Pickl AI

JANUARY 12, 2025

Define AI-driven Practices AI-driven practices are centred on processing data, identifying trends and patterns, making forecasts, and, most importantly, requiring minimum human intervention. Aggregated, these methods will illustrate how data-driven, explainable AI empowers businesses to improve efficiency and unlock new growth paths.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Explainability Explainable AI 52

Unite.AI

MARCH 18, 2024

As generative AI technology advances, there's been a significant increase in AI-generated content. This content often fills the gap when data is scarce or diversifies the training material for AI models, sometimes without full recognition of its implications.

Data Integration 184

Data Integration AI AI Generative AI 184

Unite.AI

DECEMBER 13, 2023

The introduction of generative AI tools marks a shift in disaster recovery processes. The need for explainability in AI algorithms becomes important in meeting compliance requirements. Organizations must showcase how AI-driven decisions are made, making explainable AI models important.

Explainability 284

Explainability AI AI Responsible AI 284

ODSC - Open Data Science

NOVEMBER 20, 2024

The discussion covered diverse and valuable insights on the application of generative AI in business, emphasizing the importance of critical thinking to harness its full potential. Yves Mulkers pointed out that, despite AI’s advancements, critical thinking and creativity remain at the forefront of AI implementation.

Generative AI 71

Generative AI Prompt Engineering Prompt Engineer Data Quality 71

Unite.AI

JUNE 24, 2024

What are the biggest challenges in moving, processing, and analyzing unstructured data for AI and large language models (LLMs)? In the world of Generative AI, your data is your most valuable asset. How do you see the evolution of generative AI governance, and what measures should be taken to support the creation of more tools?

Data Scientist 130

Data Scientist Large Language Models Machine Learning Software Engineer 130

Viso.ai

JULY 9, 2024

Generative AI, the infamous category of artificial intelligence models that can craft new content like images, text, or code has taken the world by storm in recent years. Understanding Generative AI Generative AI refers to the class of AI models capable of generating new content depending on an input.

Generative AI 52

Generative AI Neural Network Convolutional Neural Networks AI 52

ODSC - Open Data Science

OCTOBER 24, 2023

The full details are in my new book “Statistical Optimization for Generative AI and Machine Learning”, available here. Indeed, the whole technique epitomizes explainable AI. He is the author of multiple books, including “Synthetic Data and Generative AI” (Elsevier, 2024). I provide a brief overview only.

Categorization 98

Categorization Data Science Neural Network Algorithm 98

Marktechpost

JULY 11, 2023

Introduction Generative AI is evolving and getting popular. LLMs, the Artificial Intelligence models that are designed to process natural language and generate human-like responses, are trending. Recently, a new AI tool has been released, which has even more potential than ChatGPT. What is AutoGPT?

Auto-complete 40

Auto-complete Generative AI Large Language Models OpenAI 40

Viso.ai

JANUARY 21, 2025

Youll explore: Generative AI Vision Transformers (ViTs) and their Architectural Revolution. This is a type of AI that can create high-quality text, images, videos, audio, and synthetic data. To be more clear, these are AI tools that create highly realistic and innovative outputs based on various multimodal inputs.

Computer Vision 52

Computer Vision Artificial Intelligence Artificial Intelligence Explainability 52

ODSC - Open Data Science

SEPTEMBER 26, 2024

Using AI to Detect Anomalies in Robotics at the Edge Integrating AI-driven anomaly detection for edge robotics can transform countless industries by enhancing operational efficiency and improving safety. Where do explainable AI models come into play? New Podcast Episode: AI for Robotics and Autonomy with Francis X.

Robotics 52

Robotics Data Science Large Language Models Explainable AI 52

Pickl AI

JULY 24, 2024

The future of AI also holds exciting possibilities, including advancements in general Artificial Intelligence (AGI), which aims to create machines capable of understanding and learning any intellectual task that a human can perform. 2011: IBM Watson defeats Ken Jennings on the quiz show “Jeopardy! .”

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Natural Language Processing Neural Network 52

IBM Journey to AI blog

SEPTEMBER 3, 2024

Cybersecurity threats Bad actors can exploit AI to launch cyberattacks. They manipulate AI tools to clone voices, generate fake identities and create convincing phishing emails—all with the intent to scam, hack, steal a person’s identity or compromise their privacy and security.

Explainability 215

Explainability Deep Learning AI AI 215

Pickl AI

DECEMBER 10, 2024

They also provide actionable insights to correct biases, ensuring AI systems align with ethical standards. Tools for Model Explainability and Interpretability Explainable AI tools like SHAP (SHapley Additive exPlanations) and LIME (Local Interpretable Model-Agnostic Explanations) make complex models transparent.

Explainability 52

Explainability AI AI Artificial Intelligence 52

NVIDIA

JANUARY 10, 2025

By harnessing AI, retailers and CPG brands are not just adapting to change theyre actively shaping the future of commerce. Its an in-depth look at the current ecosystem of AI in retail and CPG, and how its transforming the industries.

Generative AI 126

Generative AI AI AI Explainable AI 126

IBM Journey to AI blog

FEBRUARY 9, 2024

2022 was the year that generative artificial intelligence (AI) exploded into the public consciousness, and 2023 was the year it began to take root in the business world. The evolution of generative AI has mirrored that of computers, albeit on a dramatically accelerated timeline.

AI 298

AI AI Generative AI Artificial Intelligence 298