GENERATIVE AI

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13 July 2023 23h27

Here’s actual example of mode collapse in an LLM, where “book” is repeatedly outputted.

Mode Collapse in LLMs: Understanding Model Degradation

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13 July 2023 23h21

This is an example of mode collapse—which it turns out happens in LLMs as well (and we discuss in the paper)!

AI Models Data Generation Distribution Guarantees

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13 July 2023 23h09

Despite growing interest in using these models to generate data, there are currently no guarantees about the resulting distribution. For example, if I want a normal distribution, it would look like this:

Getting Started with ChatGPT: A Guide to Large Language Models

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13 July 2023 23h09

Side note: If you’ve never you’ve never interacted with a large language model, try playing with ChatGPT: https://
chat.openai.com

LLMs Generate Synthetic Data: New Research Released

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13 July 2023 23h09

As part of my takeover, I’ll (
@aspenkhopkins
) be covering some recent work. We released this project today on large language models’ (LLMs) ability to generate synthetic data

→ View original post on X — @hwchase17

Development Framework for Building Character Agents

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@hwchase17

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13 July 2023 23h00

We just did a webinar on creating character agents today, and this is a fantastic way to follow that up – a development framework for building your own!!!

→ View original post on X — @debashis_dutta

Generative AI Augmenting Human Creativity and Innovation

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@debashis_dutta

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13 July 2023 22h48

How Generative AI Can Augment Human Creativity
#AI #GenerativeAI #machinelearning
CC @Khulood_Almani @RagusoSergio @Analytics_699 @MargaretSiegien @avrohomg @cleartechtoday @amalmerzouk @sallyeaves @nyike @ingliguori @Shirastweet @Shi4Tech @AkwyZ https://
hbr.org/2023/07/how-ge
nerative-ai-can-augment-human-creativity
…

→ View original post on X — @martyswant

FTC investigates ChatGPT; lawsuits target OpenAI and Google AI

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@martyswant

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13 July 2023 22h02

Other related news this week:
• On Monday, the same law firm suing OpenAI filed a new complaint against Google alleging Google's AI also violates copyright and privacy laws. • Today, the FTC opened a new investigation into whether OpenAI's ChatGPT has harmed consumers.