AI - AI Dynamics

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Dr. Van Essendelft Presents Computational Physics Research on Cerebras CS-2

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@cerebras

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08 November 2022 18h00

Join Dr. Dirk Van Essendelft at #SC22 as he describes the tremendous Computational Physics research he’s done using the Cerebras CS-2 system. There will be two presentations at 10 am and 2 pm in Cerebras booth 2833. #HPC #Physics #SC22

→ View original post on X — @herrmanndigital

CapCut: User-Friendly AI Video Editing Tool Gaining Popularity

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@herrmanndigital

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08 November 2022 17h56

ohhhhh I gotta look. I also have had some fun in Cap Cut recently. So basic, but also so easy to use.

→ View original post on X — @nvidia

NVIDIA GPUs Power NASA Webb Telescope and AI Drug Discovery

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@nvidia

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08 November 2022 17h45

Our GPUs interpret data from the @NASAWebb Space Telescope so that all of humanity can see outer space as never before. And to help researchers explore the vast chemical space of drug discovery, we built the #AI-powered BioNeMo cloud service. https://t.co/sf8g0w4Mda #NVIDIAstory
— NVIDIA (@nvidia) 8 novembre 2022

Our GPUs interpret data from the @NASAWebb Space Telescope so that all of humanity can see outer space as never before. And to help researchers explore the vast chemical space of drug discovery, we built the #AI-powered BioNeMo cloud service. https://
nvda.ws/3xTkalW #NVIDIAstory

Inspiration from Ajeya Cotra’s Sandwiching Concept in Research

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08 November 2022 17h33

This paper was heavily inspired by prior work, especially Ajeya Cotra's 'sandwiching' concept:

Human Accuracy Improves 10 Percent Through Model Interaction

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08 November 2022 17h33

Generally, we see that our participants start out with far worse accuracy on these tasks than our models do, and that by interacting with the models, they’re able do about 10 percentage points better.

Human-AI Collaboration Improves Task Performance Through Simple Chat Strategy

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08 November 2022 17h33

Our experiment shows that through a simple strategy – having humans chat with models while completing a task – we can help humans perform better at these tasks. This is very encouraging, albeit preliminary!

Non-Experts Answer Expert Questions on MMLU and QuALITY

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08 November 2022 17h33

We ask non-experts to answer expert-level questions on MMLU, and also ask people to answer questions about long QuALITY passages under a time limit that’s too short for a careful read.

Scalable Oversight: Supervising AI Systems Beyond Human Capabilities

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08 November 2022 17h33

To ensure that AI systems remain safe as they start to exceed human capabilities, we’ll need to develop techniques for scalable oversight: the problem of supervising systems’ behavior without assuming that the overseer understands the task better than the system being trained.

Scalable Oversight Framework and Language Model Question-Answering Proof of Concept

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08 November 2022 17h33

Along with developing a framework for scalable oversight, we also conduct a proof of concept experiment that demonstrates a couple of question-answering tasks that work well under this paradigm with current language models: