Generative AI Weekly Research Highlights | Aug'23 Part 4 2023 | AnomalyGPT, Ladder of thought..

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1. Large Language Models as Data Preprocessors [https://arxiv.org/pdf/2308.16361.pdf]

2. AnomalyGPT: Detecting Industrial Anomalies using Large Vision-Language Models [https://arxiv.org/pdf/2308.15366.pdf]

3. LADDER-OF-THOUGHT: USING KNOWLEDGE AS STEPS TO ELEVATE STANCE DETECTION [https://arxiv.org/pdf/2308.16763.pdf]

4. Gender bias and stereotypes in Large Language Models [https://arxiv.org/pdf/2308.14921.pdf]

5. Identifying and Mitating the Security Risks of Generative AI [https://arxiv.org/pdf/2308.14840.pdf]

6. Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art [https://arxiv.org/pdf/2308.16316.pdf]

7. Reinforcement Learning for Generative AI: A Survey [https://arxiv.org/pdf/2308.14328.pdf]

8. AI Deception: A Survey of Examples, Risks, and Potential Solutions [https://arxiv.org/pdf/2308.14752.pdf]

00:00 Intro

00:19 GPT-4 for Data Preprocessing

00:40 Vision Language Models for Anomaly Detection

01:01 Ladder of Thought in Stance Detection

01:19 Gender Biases in Large Language Models

01:39 Security Implications of Generative AI

01:55 Evolution of Generative Adversarial Networks

02:12 Reinforcement Learning in Generative AI

02:29 AI Deception and False Beliefs

02:51 End

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