ChatGPT-4 Outshines Humans in Medical Probability Assessment

In a groundbreaking development, ChatGPT-4, the latest advancement from OpenAI, has demonstrated its superiority over human clinicians in the nuanced realm of probabilistic reasoning. The research, detailed in a research letter published on December 11 in JAMA Network Open, reveals the AI’s remarkable proficiency in determining pretest and post-test disease probability, particularly after a negative test result involving chest radiographs and mammograms. Led by Dr. Adam Rodman from Beth Israel Deaconess Medical Center in Boston, the investigative team found that […]

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Abstracts: December 12, 2023

QIN: Yeah, uh, we work on the problem of molecular docking, a computational modeling method used to predict the preferred orientation of one molecule when it binds to a second molecule to form a stable complex. So it aims to predict the binding pose of a ligand in the active site of a receptor and estimate the ligand-receptor binding affinity. This problem is very important for drug discovery and development. Accurately predicting binding poses can provide insights into how a […]

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Steering at the Frontier: Extending the Power of Prompting

We’re seeing exciting capabilities of frontier foundation models, including intriguing powers of abstraction, generalization, and composition across numerous areas of knowledge and expertise. Even seasoned AI researchers have been impressed with the ability to steer the models with straightforward, zero-shot prompts. Beyond basic, out-of-the-box prompting, we’ve been exploring new prompting strategies, showcased in our Medprompt work, to evoke the powers of specialists.   Today, we’re sharing information on Medprompt and other approaches to steering frontier models in

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Phi-2: The surprising power of small language models

Contributors Marah Abdin, Jyoti Aneja, Sebastien Bubeck, Caio César Teodoro Mendes, Weizhu Chen, Allie Del Giorno, Ronen Eldan, Sivakanth Gopi, Suriya Gunasekar, Mojan Javaheripi, Piero Kauffmann, Yin Tat Lee, Yuanzhi Li, Anh Nguyen, Gustavo de Rosa, Olli Saarikivi, Adil Salim, Shital Shah, Michael Santacroce, Harkirat Singh Behl, Adam Taumann Kalai, Xin Wang, Rachel Ward, Philipp Witte, Cyril Zhang, Yi Zhang

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Microsoft Elevates Windows 11 with GPT-4 Turbo and Dall-E 3

Microsoft announced significant upgrades to its AI assistant, Copilot, embedded in Windows 11. In a press release on Tuesday, the company revealed the integration of GPT-4 Turbo, the latest AI model from OpenAI, along with Dall-E 3, a text-to-image generator. These enhancements aim to improve text and image generation, ensuring smarter outcomes with reduced errors. The move comes following Microsoft’s increased investment in OpenAI, bringing advanced generative AI capabilities to Bing and Windows 11. Copilot, an AI assistant within the […]

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Abstracts: December 11, 2023

ALESSANDRO SORDONI: Hi, Gretchen, thank you for having me. HUIZINGA: So in a few sentences, tell us about the issue or problem that your research addresses and why we should care about it. SORDONI: So in this paper, our starting points are large language models, and to make large language models solve tasks, one of the ways that is currently used is to prompt them. By prompting that means just giving instruction to them, and hopefully by joining instruction and […]

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NeurIPS 2023 highlights breadth of Microsoft’s machine learning innovation

Microsoft is proud to sponsor the 37th Conference on Neural Information Processing Systems (NeurIPS 2023). This interdisciplinary forum brings together experts in machine learning, neuroscience, statistics, optimization, computer vision, natural language processing, life sciences, natural sciences, social sciences, and other adjacent fields. We are pleased to share that Microsoft has over 100 accepted papers and is offering 18 workshops at NeurIPS 2023.  This year’s conference includes three papers from Microsoft that were chosen for oral presentations, which feature groundbreaking concepts, […]

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Microsoft’s Partnership with OpenAI Faces Antitrust Scrutiny

In the wake of the recent boardroom turmoil at OpenAI, the collaboration between Microsoft and the maker of ChatGPT is now under scrutiny by antitrust regulators in both the United States and the United Kingdom. Following the abrupt removal and subsequent reinstatement of CEO Sam Altman, Microsoft secured a non-voting observer position on OpenAI’s board. This unique position allows Microsoft’s representative to attend board meetings, gaining access to confidential information. However, crucially, they are barred from participating in decisions, including […]

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Apple Unveils MLX Framework for Enhanced AI on Laptops

As the prominence of artificial intelligence (AI) continues to grow across industries, Apple’s machine learning research team is making strides with the release of MLX—a machine learning framework tailored for efficient and flexible operations on Apple’s silicon chips. Unveiling MLX, Apple aims to provide a powerful tool inspired by established frameworks like PyTorch, Jax, and ArrayFire. What sets MLX apart is its unified memory model, as highlighted by Apple on GitHub. The ML research team emphasizes that MLX’s array design […]

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EU Lawmakers Struggle to Reach Consensus on Generative AI Regulations

Negotiations among EU lawmakers regarding the regulation of systems akin to ChatGPT have hit a roadblock, jeopardizing pivotal legislation designed to govern artificial intelligence (AI). According to six sources divulging information to Reuters, ‘foundation models,’ particularly generative AI, have emerged as a key stumbling block in discussions over the proposed AI Act. As negotiators convened for crucial discussions on Friday in preparation for final talks scheduled on December 6, the focus on foundation models, exemplified by those developed by Microsoft-backed […]

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