The Financial Stability Oversight Council (FSOC) has identified AI as a significant risk factor in the US financial system. Treasury Secretary Janet Yellen highlighted concerns in a recent meeting, emphasizing the need for responsible innovation and the application of existing rules for risk management. The FSOC’s annual report lists 14 potential risks, including AI’s impact…

VonGoom is a novel approach for data poisoning in large language models (LLMs). It manipulates LLMs during training with subtle changes to text inputs, introducing a range of distortions including biases and misinformation. Research demonstrates that targeted attacks with small inputs can effectively mislead LLMs, highlighting their vulnerability to data poisoning.

Researchers from Stanford University have developed two advanced pose-sampling protocols, GLOW and IVES, which enhance molecular docking by improving accuracy in ligand binding poses. These protocols outperform basic methods, particularly in challenging scenarios and when dealing with AlphaFold benchmarks. IVES can generate multiple protein conformations, which is advantageous for geometric deep learning. Additionally, GLOW and…

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The recent report from ResumeBuilder indicates that 37% of business leaders have witnessed AI replacing workers in their companies in 2023, while Asana’s research highlights the potential for AI to automate 29% of employees’ tasks. Various experts offer perspectives on the impact, with discussions around AI’s potential to create higher-value work and promote “human-centered AI.”…

The EU’s historic AI Act established a legal framework with varying levels of scrutiny based on risk categories. Concerns were raised about its impact on European competitiveness, especially for generative AI. Public reactions and industry responses have been mixed, reflecting concerns about stifling innovation and the EU’s ability to compete globally in the tech industry.

The article discusses the advancements in Natural Language Processing (NLP) with a focus on Large Language Models (LLMs) and their application in the medical field. It outlines the popularity and challenges of medical LLMs, and a study’s five main questions, aiming to improve the design and application of medical LLMs. The study encourages in-depth analysis…

Upstage introduces Solar-10.7B, a groundbreaking language model with 10.7 billion parameters, balancing size and performance. It employs the Llama 2 architecture and Upstage Depth Up-Scaling technique, outperforming larger models. The fine-tuned SOLAR-10.7B-Instruct-v1.0 excels in single-turn conversations with a Model H6 score of 74.20, showcasing adaptability and efficiency. This marks significant advancements in language model development.

OpenAI has partnered with Axel Springer to provide global news summaries to ChatGPT users, aiming to support independent journalism in the age of AI. The partnership will offer content from media brands, including Politico and Business Insider, and address concerns about biased news and the impact of AI on journalism. This signifies a new approach…

Kinara introduces the Ara-2 processor, boasting eightfold performance improvement over its predecessor. It caters to large language models and generative AI on-device, offering distinct functionalities. Ara-2 enhances object detection, recognition, and tracking, and is anticipated to outperform graphics processors. Kinara plans to unveil multiple iterations of the Ara-2 processor at CES 2024.