Unite.AI

OCTOBER 20, 2023

AI models in production. Today, seven in 10 companies are experimenting with generative AI, meaning that the number of AI models in production will skyrocket over the coming years. As a result, industry discussions around responsible AI have taken on greater urgency. In 2022, companies had an average of 3.8

Responsible AI 283

Responsible AI Generative AI AI AI 283

Unite.AI

JULY 1, 2024

For example, AI models used in medical diagnoses must be thoroughly audited to prevent misdiagnosis and ensure patient safety. Another critical aspect of AI auditing is bias mitigation. AI models can perpetuate biases from their training data, leading to unfair outcomes.

Explainability 182

Explainability BERT AI AI 182

Towards AI

OCTOBER 3, 2024

Lifelong Learning Models: Research aims to develop models that can learn incrementally without forgetting previous knowledge, which is essential for applications in autonomous systems and robotics. – Stakeholder Resistance: There can be resistance from stakeholders who may not fully understand […]

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Neural Network Algorithm Continuous Learning AI 124

DataRobot Blog

NOVEMBER 17, 2022

With a mix of the right people, processes, and technology in place, you can minimize the risks associated with your AI projects. Is There Such a Thing as Unbiased AI? A common concern with AI when discussing governance is bias. Is it possible to have an unbiased AI model? The hard truth is no.

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Continuous Learning Explainability Explainable AI Machine Learning 52

Bugra Akyildiz

MAY 25, 2024

Articles OpenAI has announced GPT-4o , their new flagship AI model that can reason across audio, vision, and text in real-time. The blog post acknowledges that while GPT-4o represents a significant step forward, all AI models including this one have limitations in terms of biases, hallucinations, and lack of true understanding.

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ChatGPT Machine Learning Data Analysis OpenAI 59

DataRobot Blog

DECEMBER 20, 2022

Monitoring models in production and continuously learning in an automated way, so being prepared for real estate market shifts or unexpected events. Datarobot enables users to easily combine multiple datasets into a single training dataset for AI modeling. Predicting the Real Estate Asset’s Price Using DataRobot.

Explainability 59

Explainability Automation Machine Learning Data Scientist 59

Viso.ai

APRIL 25, 2024

Bias Detection in Computer Vision: A Guide to Types and Origins Artificial Intelligence (AI) bias detection generally refers to detecting systematic errors or prejudices in AI models that amplify societal biases, leading to unfair or discriminatory outcomes. Do the data agree with harmful stereotypes?

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Computer Vision Categorization Algorithm Machine Learning 52