In today’s email:

  • 🚗 Applying GPT-4V to driving.

  • 👨🏻‍💻 Large Language Models and The End of Programming

  • 🌤️ AI outperforms conventional weather forecasting methods for the first time

  • 🧰 18 new AI-powered tools and resources. Make sure to check the online version for the full list of tools.

Top News

A team just made OpenAI Whisper 6x faster, 49% smaller, while keeping 99% of the accuracy.

As the size of pre-trained speech recognition models increases, running these large models in low-latency or resource-constrained environments becomes challenging. In this work, we leverage pseudo-labelling to assemble a large-scale open-source dataset which we use to distill the Whisper model into a smaller variant, called Distil-Whisper. Using a simple word error rate (WER) heuristic, we select only the highest quality pseudo-labels for training. The distilled model is 5.8 times faster with 51% fewer parameters, while performing to within 1% WER on out-of-distribution test data in a zero-shot transfer setting. Distil-Whisper maintains the robustness of the Whisper model to difficult acoustic conditions, while being less prone to hallucination errors on long-form audio. Distil-Whisper is designed to be paired with Whisper for speculative decoding, yielding a 2 times speed-up while mathematically ensuring the same outputs as the original model. To facilitate further research in this domain, we make our training code, inference code and models publicly accessible.

CopyAI – Build and automate your team’s workflows

Workflows by are a brand new solution for teams who are hungry for results at scale. Simply type the workflow you want, verify the results, and run it in bulk.

🌶️🚨How to (almost) protect the instructions of your CustomGPT?

With the advent of a GPTs store, developers are concerned that their unique instructions, which add value to GPTs, might be copied or leaked during interactions with users. This led to the development of various protection methods, though four versions have already been cracked. The latest solution, version 5.0, emphasizes language-based protection rather than code, aligning with the idea that language is the new code.

AI outperforms conventional weather forecasting methods for the first time

The article from Financial Times discusses a significant breakthrough in weather forecasting achieved by Google DeepMind’s AI model, GraphCast. For the first time, this AI system has outperformed traditional forecasting methods. The evaluation showed that GraphCast was more accurate than the European Centre for Medium-range Weather Forecasts (ECMWF), the leading conventional system, in predicting weather up to 10 days ahead, excelling in 90% of the 1,380 metrics used.

GraphCast employs a machine-learning architecture known as graph neural network and was trained on over 40 years of ECMWF data. It produces 10-day forecasts in just a minute on a single Google TPU v4 cloud computer, which is far more energy-efficient compared to the energy-intensive process of conventional methods. An example of its accuracy was highlighted with Hurricane Lee, where GraphCast predicted its landfall in Nova Scotia nine days in advance, three days earlier than traditional methods.

Despite these advancements, AI models like GraphCast still face challenges, as shown in the prediction of Hurricane Otis’s intensification. Future developments include combining AI with traditional methods to improve accuracy and account for climate change. The UK Met Office, in collaboration with the Alan Turing Institute, is also working on developing its own graph neural network for weather forecasting.

Other stuff

Superpower ChatGPT 5.0.0 has been released. 🎉

The most powerful release yet with Prompt Chains, AutoComplete Menu, Quick Sync, Custom Instruction Profiles, and many more features.

Superpower ChatGPT Extension on Chrome
Superpower ChatGPT Extension on Firefox
Tools & LinkS

Editor’s Pick ✨

VoiceoverGPT – a tool where you can upload a screen recording of a demo and get a voiceover for it

Draw A UI – Draw a mockup and generate html for it

Firebender – Monetize your LLM apps with contextual ads in minutes.

Civitai – Generative AI content marketplace

Align API – Plug-and-Play Guardrails for your AI application launches new APIs to connect LLMs to the web

create-llama – a single CLI command that allows you to scaffold a full-stack LLM app over your data

Blocks – AI-powered builder to create your emails

Newji – Make anything an emoji

Prompt of the Day 🍭: One-Click Book Writer

Click on the image to load the full prompt in ChatGPT (requires Superpower ChatGPT)

Unclassified 🌀 

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Hope you enjoyed today’s newsletter

⚡️ Join over 200,000 people using the Superpower ChatGPT extension on Chrome and Firefox.

Superpower ChatGPT Extension on Chrome
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The Obsessed Guy
Hi, I'm The Obsessed Guy and I am passionate about artificial intelligence. I have spent years studying and working in the field, and I am fascinated by the potential of machine learning, deep learning, and natural language processing. I love exploring how these technologies are being used to solve real-world problems and am always eager to learn more. In my spare time, you can find me tinkering with neural networks and reading about the latest AI research.


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