AI Governance

Latent diffusion models have greatly increased in popularity in recent years. Because their outstanding generating capabilities, these models can produce high-fidelity synthetic datasets that can be added to supervised machine learning pipelines in situations when training...
Rising entry barriers are hindering AI's potential to revolutionize global trade. OpenAI's GPT4 is the most recent big language model to be disclosed. However, the model's architecture, training data, hardware, and hyperparameters are kept secret. Large...

Salesforce AI Research Proposes A ‘Burn After Reading’ Framework For Data Privacy Where User Data Samples Are Immediately Deleted After They’re Processed

With the pandemic's arrival, the internet has become an even more integral part of everyone's daily existence. Because of the interconnectedness of our modern...

Understanding The Artificial Intelligence (AI) Bill of Rights From The White House

In today's world, Artificial Intelligence (AI) systems pose numerous challenges, such as ineffective or unsafe patient care, biases in hiring procedures, undermining people's privacy,...

3 Machine Learning Business Challenges Rooted in Data Sensitivity 

Machine Learning (ML) and, in particular, Deep Learning is drastically changing the way we conduct business as now data can be utilized to guide...

Top Responsible AI (Artificial Intelligence) Tools in 2022

A governance paradigm called "responsible AI" describes how a particular organization handles the ethical and legal issues around artificial intelligence (AI). Liable AI projects...

MIT Researchers Develop a Technique to Improve Fairness and Accuracy in a Machine Learning Model

When you use a machine learning model to predict something, it is essential to know how reliable the predictions are. It is tough to...

Northwestern University Researchers Used Machine Learning To Identify Speech Patterns In Children With Autism That Were Consistent Between English And Cantonese

According to observations, children with autism frequently speak more slowly than similarly developing kids. They differ in their speech in other ways, most notably...

Salesforce AI Open-Sources ‘OmniXAI’: A Python-based Machine Learning Library That Provides One-Stop Explainable AI (XAI) Solution To analyze, Debug, And Interprets AI Models

Artificially Intelligent models, particularly those based on deep neural networks, have been viewed as black-box models since the rise of machine learning. This is...

Microsoft And AI2 Partnered With The Green Software Foundation On Tools For Building Carbon-Aware Applications

For a long time, scientists have been concerned about the ever-increasing carbon footprint. The World Meteorological Organization recently stated that the global temperature has...

Researchers From China Introduce ‘FedPerGNN’: A New Federated Graph Neural Network (GNN) Framework For Both Effective And Privacy-Preserving Personalization

This Article is written as a summay by Marktechpost Staff based on the paper 'A federated graph neural network framework for privacy-preserving personalization'. All...

Cohere, OpenAI, and AI21 Labs Introduce a Set of Key Principles to Help Providers of Large Language Models (LLMs) Mitigate the Risks of AI

This Article is written as a summay by Marktechpost Staff based on the paper 'Joint Recommendation for Language Model Deployment'. All Credit For This...

Singapore-Based Researchers Launch ‘AI Verify’: The First AI Governance Testing Framework (MVP)

This Article is written as a summay by Marktechpost Staff based on the 'AI Verify' Paper and post. All Credit For This Research Goes...

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