#ai

GPTs trained on ancient knowledge as an interactive history teacher

Here’s a GPT trained on knowledge from 17th-century texts. So, it answers in historical style, including outdated scientific concepts.

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The “it” in AI models is the dataset

The author has been at OpenAI for a year and observed that generative models closely approximate their training datasets.

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Thoughts on AI regulation

Recently, the Biden administration announced its framework to manage the deployment of AI by executive order. The order throws a bone to both sides of the AI argument: in some regards, the administration is embracing AI; in others, it’s hampering it. Overall, I’m disappointed.

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GPT-4 is good at navigating iOS and Android

This team taught GPT to navigate iOS and Android by sending it screenshots and giving it instructions.

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Fumbling AI regulation with executive order

President Biden released an executive order on AI development, drawing parallels to the early fears and regulatory considerations during the dawn of the microprocessor and internet, highlighting that past technological advancements were less hindered by government intervention.

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Preventing AGI with hardware limits

I don’t want to single out jrincayc because these arguments are common from those concerned about AGI, and the author does acknowledge many arguments against their recommended approach. Sharing nonetheless, because this post clearly demonstrates several of the problems with the anti-AI movement within tech.

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Mind reading music listeners

Researchers from UC Berkeley, Shanghai, and Osaka University have trained a computer to analyse brain activity while listening to music and recreate the song, including a recognisable version of Another Brick in the Wall.

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How AI might impact growth

Some analysts predict AI could enable a 30% annual growth rate in the US economy, but Tyler Cowen argues for more moderate estimates, expecting a boost of ¼ to ½ of a percentage point.

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Is AI coming for middle management?

Large organisations often function with a single directive mind, usually a CEO or equivalent figure, supported by middle managers.

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Stealing data from keystrokes recorded over Zoom with 93% accuracy

Researchers have developed a deep learning model, with 95% accuracy, that can extract data from keyboard keystrokes recorded by a microphone and 93% when recorded on Zoom.

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Using AI to predict infectivity and variant evolution of viruses

The study presents an AI model that can predict how viral variants affect protein–protein binding.

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Large language models, explained with a minimum of math and jargon

Large Language Models (LLMs) like ChatGPT work by predicting the next word in a sequence, using word vectors or lists of numbers to represent words; similar words have similar vectors, making them closer in an imagined “word space.”

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The productivity effects of ChatGPT for writing

Noy and Zhang conducted an experiment with college-educated professionals using ChatGPT for writing tasks.

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Parkinson's predicted from smartwatch data

Scientists analysed accelerometry data from those who later developed Parkinson’s. Machine learning models trained on this data were highly accurate in predicting the disease.

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OpenAI launches Code Interpreter for ChatGPT

OpenAI has introduced Code Interpreter, which enhances ChatGPT’s abilities in mathematics and language tasks by leveraging Python code and a large memory capacity, reducing errors and improving accuracy.

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Human translators are coping with competition from AI

Timothy B. Lee explores how AI could impact employment by focusing on professional translators.

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Digital avatars already have real jobs in Indonesia

Digital avatars are already a very real feature of the media in Indonesia.

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Why AI will save the world

Andreesson on the AI moral panic. While I wouldn’t endorse every point with absolute confidence, it’s a solid read. Most conversations on AI risk ignore the opportunity cost of not advancing AI further. And I don’t see any evidence that a dangerous AGI is imminent.

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Aussie small businesses and ChatGPT

Cameron surveys small businesses in Australia. This newsletter covers ChatGPT — apparently a surprising number of small businesses already use it in their day to day operations.

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The return to text interfaces will be temporary

Well, text-based user interfaces are back in vogue thanks to ChatGPT, and to many users and builders, this is disappointing. Why would we want to throw away our long history of graphical user interfaces for inferior, difficult-to-use, text-based interfaces?

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EU to ban unlicensed open source LLMs

If modern AI is equivalent to electricity, the internet, or the printing press, is it a good idea for most of a continent to strangle it in the cot?

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Generative AI makes complex art forms more accessible to individual artists

Kudos to Grimes for facing the new reality of AI head on, looking past the inevitable challenges to find opportunities and benefits for artists.

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AI experts aren’t always right about AI

The takeaway from this piece is: just because someone is an expert in a technology, does not mean they are an expert in how it will impact economies and cultures.

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Mark Zuckerberg on Meta's open source AI strategy

Meta recently open sourced (to researchers) their LLM, which has led to some amazing on-device AI demonstrations. I’m also fascinated by local inference, because it could prove incredibly cheap (compared to centralised server-side inference) and could exacerbate Apple’s chip advantage, given they have the most capable device chips for AI.

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AI's return to specialisation

Early CGI was mind blowing until it was terrible and unwatchable. This loop is playing out with AI. A year ago, I was losing my mind over DALL-E every single day. Today, its output looks like absolute trash compared to Midjourney.

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