GENERATIVE AI

→ View original post on X — @erikbryn

GPT-4 Strengths and Weaknesses Analysis Thread

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@erikbryn

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09 April 2023 18h27

Here's a fascinating thread about some of the strengths and weaknesses of GPT-4. Overall, it's pretty impressive!

→ View original post on X — @bilawalsidhu

OpenAI’s Potential Dominance and Platform Profit Margins

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@bilawalsidhu

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09 April 2023 18h05

The platforms always make the lion share, yes. Imagine how much open AI will make if they keep up their trajectory.

→ View original post on X — @marek_rosa

Pre-trained LLMs for NPC Game Control via Prompting

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@marek_rosa

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09 April 2023 17h52

You need pre-trained LLM which doesn’t need to be fine-tuned for this game (e.g. GPT3.5) and you prompt it with NPC’s observations, personality traits, memories and description of possible game actions/goals.
This is the principle. Then the devil is in the details… to make it

→ View original post on X — @marek_rosa

LLMs Emulate Complex Human Behavior Without Hardcoding

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@marek_rosa

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09 April 2023 17h46

Yeah, something like that but way more complex because LLMs can emulate human behavior and so
It doesn’t need to be hardcoded as it’s traditionally done in games.

SegGPT: Generalist Segmentation Model with In-Context Learning

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09 April 2023 17h41

10/ SegGPT – unifies segmentation tasks into a generalist model through an in-context framework that supports different kinds of data.https://t.co/PiocmACjfo
— DAIR.AI (@dair_ai) 9 avril 2023

10/ SegGPT – unifies segmentation tasks into a generalist model through an in-context framework that supports different kinds of data.

ChatGPT and GPT-4 Research Overview: Applications and Analysis

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09 April 2023 17h41

8/ Summary of ChatGPT/GPT-4 Research – an overview of applications of ChatGPT and GPT-4; the analysis is done on 194 relevant papers and discusses capabilities, limitations, concerns, and more.

Baize: Open-Source Chat Model Fine-Tuned with LoRA

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09 April 2023 17h41

5/ Baize – an open-source chat model fine-tuned with LoRA. Leverages 100K dialogs generated from ChatGPT chatting with itself; it releases the dialogs along with 7B, 13B, and 30B parameter models.

Machiavelli Benchmark: Evaluating LLM Ethics in Adventure Games

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09 April 2023 17h41

6/ Machiavelli Benchmark – a new benchmark of 134 text-based Choose-Your-Own-Adventure games to evaluate the capabilities and unethical behaviors of LLMs.