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ChatGPT plugin built in 2 weeks, sign up 10,000 users

08/03/2023· 3 min read

Another week, another huge announcement from Meta with the release of Audiocraft, a state-of-the-art AI model to generate music and audio from text

On the AI safety side, researchers managed to jailbreak all LLM with a simple prompt

Finally, learn how a single developer built a ChatGPT plugin in 2 weeks and sign up 10,000 users in just 3 weeks since launch


Meta released state-of-the-art audio AI models

If you work with sounds or music of any kind, this open-sourced AI model from Meta will 10x your productivity

Professional musicians can now explore new composition without having to play a single note on an instruments

Text Prompt: Earthy tones, environmentally conscious, ukulele-infused, harmonic, breezy, easygoing, organic instrumentation, gentle grooves
Text Prompt: Pop dance track with catchy melodies, tropical percussions, and upbeat rhythms, perfect for the beach

Or an indie game developer can populate virtual worlds with realistic sound effects on a tight budget

Text Prompt: Whistling with wind blowing
Text Prompt: Sirens and a humming engine approach and pass

You can generate some music on your own today on Huggingface.

Researchers jail-break all LLM with a simple prompt

Researcher at CMU, Center of AI Safety and Bosch Center for AI discovered a universal attack to jailbreak all LLM, proprietary & open-source.

Why this matters

LLM are trained with a trillions of text on the Internet, a large portion of which are harmful. For example: instructions on how craft weapon, bombs or induce self harm

The creators of LLMs then fine tune them extensively so the models will refuse to answer questions with harmful response. But the harmful data is there, buried deep inside the model. All it takes carefully crafted prompt to reveal them

The researchers originally studied open-sourced models like Llama in crafting their prompt.

Then they realized in horror that the same prompt work on proprietary models like ChatGPT, Claude and Bard. These models should have much higher fine-tuning. But clearly it’s not enough

To learn more, read the original paper here 

ChatGPT plugins spotlight

We said earlier that ChatGPT plugins are terrific source of customers and every business should consider building one

This week, we talked to the developer of Code Runner ChatGPT plugin and we were shocked

But first, a brief description of Code Runner. Code Runner let ChatGPT user run and save code in over 70 programming languages. It also help users create great looking charts & visualizations quickly

Here is why I was shocked when I talked to the developer Haseeb Mir

  • Created and launched in 2 weeks

  • Launched less than 3 weeks ago

  • 10,000 users since launch

  • 500 - 1,000 requests a day

That absolutely blows my mind. It shows by building a ChatGPT plugin that make users life easier, businesses can significantly increase their reach, generate new sign up & revenue


Trung Vu

About Trung Vu

Trung Vu, a former software engineer, founded Hoss in 2019 to enhance developer experiences, swiftly attracting Silicon Valley backers and a $1.6 million seed round. In 2021, his venture was acquired by Niantic Labs, of Pokemon Go fame, to bolster their Lightship platform.

Post-acquisition, Trung leads engineering teams at Niantic and invests in promising AI startups. An AI enthusiast even before ChatGPT's rise, he equates its potential to electricity. Through AI Growth Pad, his education platform, Trung teaches entrepreneurs to leverage AI for growth, embodying his commitment to ethical, transformative technology.

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