AI Ethics

One of the emerging challenges in artificial intelligence is whether next-token prediction can truly model human intelligence, particularly in planning and reasoning. Despite its extensive application in modern language models, this method might be inherently limited...
Vision-language models have evolved significantly over the past few years, with two distinct generations emerging. The first generation, exemplified by CLIP and ALIGN, expanded on large-scale classification pretraining by utilizing web-scale data without requiring extensive human...

Enhancing Accountability and Trust: Meet the ‘AI Foundation Model Transparency Act’

AI's extensive integration across various fields has prompted concerns about the necessity for more transparency in how these AI systems are trained and the...

This AI Paper Proposes ‘GREAT PLEA’ Ethical Framework: A Military-Inspired Approach for Responsible AI in Healthcare

A group of researchers from various institutions, including the University of Pittsburgh, Weill Cornell Medicine, Telemedicine & Advanced Technology Research Center, Uniformed Services University,...

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...

NuminaMath 7B TIR Released: Transforming Mathematical Problem-Solving with Advanced Tool-Integrated Reasoning and Python REPL...

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Numina has announced the release of its latest model, NuminaMath 7B TIR. This advanced language model is designed specifically for solving mathematical problems. The...

Tsinghua University Open Sources CodeGeeX4-ALL-9B: A Groundbreaking Multilingual Code Generation Model Outperforming Major Competitors...

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In a significant leap forward for the field of code generation, the Knowledge Engineering Group (KEG) and Data Mining team at Tsinghua University have...

InternLM2.5-7B-Chat: Open Sourcing Large Language Models with Unmatched Reasoning, Long-Context Handling, and Enhanced Tool...

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InternLM has unveiled its latest advancement in open large language models, the InternLM2.5-7B-Chat, available in GGUF format. This model is compatible with llama.cpp, an...

Jina AI Releases Jina Reranker v2: A Multilingual Model for RAG and Retrieval with...

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Jina AI has released the Jina Reranker v2 (jina-reranker-v2-base-multilingual), an advanced transformer-based model fine-tuned for text reranking tasks. This model is designed to significantly...

Google Releases Gemma 2 Series Models: Advanced LLM Models in 9B and 27B Sizes...

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Google has unveiled two new models in its Gemma 2 series: the 27B and 9B. These models showcase significant advancements in AI language processing,...

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