AI - AI Dynamics

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Model Safety Evaluation and Jailbreak Robustness Standards

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@lilianweng

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07 July 2023 5h39

(2/3) If you are interested in … – Defining evaluations for checking whether a model is safe enough to deploy – Detecting and stop harmful use cases. – Training models to say no to harmful requests and to be robust to jailbreak style vulnerabilities.

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OpenAI Hiring Research Engineers for AI Safety Alignment

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@lilianweng

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07 July 2023 5h35

(1/3) Alongside Superalignment team, my team is working on the practical side of alignment: Building systems to enable safe AI deployment. We are looking for strong research engineers and scientists to join the efforts.

Survey on Evaluation Methods for Large Language Models

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07 July 2023 5h34

A Survey on Evaluation of Large Language Models paper page: https://
huggingface.co/papers/2307.03
109
… Large language models (LLMs) are gaining increasing popularity in both academia and industry, owing to their unprecedented performance in various applications. As LLMs continue to play a vital

Language Models Using Long Contexts: Analysis and Findings

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07 July 2023 5h19

Lost in the Middle: How Language Models Use Long Contexts paper page: https://
huggingface.co/papers/2307.03
172
… While recent language models have the ability to take long contexts as input, relatively little is known about how well the language models use longer context. We analyze language

→ View original post on X — @tamaramccleary

Finding Women Leaders in Business: A Different Perspective

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@tamaramccleary

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07 July 2023 5h10

You're Likely Looking In The Wrong Place For #Women Leaders https://
bit.ly/41JXAZa via @Forbes #leadership #WomeninBusiness

→ View original post on X — @scobleizer

Musk Forces Three Industries to Change His Way

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@scobleizer

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07 July 2023 5h06

Musk has forced three industries to change. He looks down today but he always likes to do it the hardest way possible.

Whisper-AT: Noise-Robust Speech Recognition and Audio Event Tagging

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07 July 2023 5h00

Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers paper page: https://
huggingface.co/papers/2307.03
183
… In this paper, we focus on Whisper, a recent automatic speech recognition model trained with a massive 680k hour labeled speech corpus recorded

VideoGLUE: Evaluating Foundation Models Video Understanding Capabilities

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07 July 2023 4h20

GLUE: General Understanding Evaluation of Foundation Models paper page: https://
huggingface.co/papers/2307.03
166
… We evaluate existing foundation models video understanding capabilities using a carefully designed experiment protocol consisting of three hallmark tasks (action