AI Ethics

In the race to create more efficient and powerful AI models, Zyphra has unveiled a significant breakthrough with its new Zamba-7B model. This compact, 7-billion parameter model not only competes with larger, more resource-intensive models but...
Reinforcement Learning (RL) continuously evolves as researchers explore methods to refine algorithms that learn from human feedback. This domain of learning algorithms deals with challenges in defining and optimizing reward functions critical for training models to...

Do Models like GPT-4 Behave Safely When Given the Ability to Act?: This AI Paper Introduces MACHIAVELLI Benchmark to Improve Machine Ethics and Build...

Natural language processing is one area where AI systems are making rapid strides, and it is important that the models need to be rigorously...

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,...

OpenAI Releases Whisper: A New Open-Source Machine Learning Model For Multi-Lingual Automatic Speech Recognition

Using only an off-the-shelf transformer trained on 680,000 hours of weakly-supervised, multi-lingual audio data, OpenAI’s Whisper can approach human-level robustness and accuracy in ASR,...

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...

This California-based Startup, ‘Credo AI’, is Bringing a Responsible AI Platform to Build a Fair, Compliant, and Auditable AI Model

AI leads the world, but it also has some limitations, including fairness, privacy risks, energy consumption, security flaws, transparency, etc. A solution to these...

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...

Researchers from BBC and the University of Surrey Use Ethical Forms of AI to Incorporate New Customized Elements into Media Shows

Remark on the information before publishing the soccer results, "Look away now if you don't want to know the score." Consider what might happen...

Meet Zamba-7B: Zyphra’s Novel AI Model That’s Small in Size and Big on Performance

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In the race to create more efficient and powerful AI models, Zyphra has unveiled a significant breakthrough with its new Zamba-7B model. This compact,...

WizardLM-2: An Open-Source AI Model that Claims to Outperform GPT-4 in the MT-Bench Benchmark

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A team of AI researchers has introduced a new series of open-source large language models named WizardLM-2. This development is a significant breakthrough in...

MixedBread AI Introduces Binary MRL: A Novel Embeddings Compression Method, Making Vector Search Scalable...

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Mixedbread.ai recently introduced Binary MRL, a 64-byte embedding to address the challenge of scaling embeddings in natural language processing (NLP) applications due to their...

Grok-1.5 Vision: Elon Musk’s x.AI Sets New Standards in AI with Groundbreaking Multimodal Model

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Elon Musk's research lab, x.AI, has introduced a new artificial intelligence model called Grok-1.5 Vision (Grok-1.5V) that has the potential to shape the future...

Cohere AI Unveils Rerank 3: A Cutting-Edge Foundation Model Designed to Optimize Enterprise Search...

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Cohere, an emerging leader in the field of artificial intelligence, has announced the release of Rerank 3, its latest foundation model designed specifically for...

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