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ByEagle

May 3, 2023

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While I do post crypto roundups, the stuff going on in AI land is too hard to simply ignore given I collect way too much of it in a month now. Let’s dig in!

1. Artificial Theory of Mind


Seeing LLMs actually interpret human emotions and be able to parse them correctly in a situational way is nothing short of incredible. Customer success reps could be automated with a varying degree of empathy being programmable directly in.

2. Why teach your kids when you can teach your LLMs?


Somewhat of a provocative title but I mean what happens when our jobs turn from teaching each other to teaching our AIs? You could theoretically start making apps that have 1 user and still be insanely useful. Or you could use your AI to make a tool then teach it to use the tool you got it to create. The possibilities are endless here.

<div class="tweet" data-attrs="{"url":"https://twitter.com/mathemagic1an/status/1624870248221663232","full_text":"My thoughts on ToolformernnIMO the most important paper in the past few weeks.nnarxiv.org/abs/2302.04761nnTeach an LLM to use tools, like a calculator or search engine, in a *self-supervised manner*nnInteresting hack to resolve many blind spots of current LLMsnnHere’s how 👇 ","username":"mathemagic1an","name":"Jay Hack","date":"Sun Feb 12 20:37:10 +0000 2023","photos":[{"img_url":"https://pbs.substack.com/media/FoypEmUakAA9g8z.jpg","link_url":"https://t.co/zXveKAfQDa","alt_text":null}],"quoted_tweet":{},"retweet_count":385,"like_count":2185,"expanded_url":{},"video_url":null,"belowTheFold":false}”>

Twitter avatar for @mathemagic1an

Jay Hack @mathemagic1an
My thoughts on Toolformer

IMO the most important paper in the past few weeks.

arxiv.org/abs/2302.04761

Teach an LLM to use tools, like a calculator or search engine, in a *self-supervised manner*

Interesting hack to resolve many blind spots of current LLMs

Here’s how 👇

Image

3. Un-censorable Models


A while ago I wrote about how people would get fed up with constricted models that are held back. The race to start creating uncensored models is ramping up fast. They’re still at early stages but as more entities decide to collectively fund these things, LLMs are going to become way more fun than they are. They could also become very dangerous but I think we’re just going to have to fuck around and find out with that one.

4. Lawyer Automation Incoming


Doing enterprise deals as a startup right now is probably a goldmine right now. Seeing such a large law firm take such a big step towards the future tells you the magnitude of what’s about to become. Humanity is going to rapidly accelerate in progress as every industry gets AI-pilled.

5. Writing to your creators about how to improve you


This gets into sci-fi territory but it sure as hell is surreal to see this happen. I do think once we have personal LLMs being able to get AI to give feedback on your behaviour and see patterns that you can’t see will be a huge source of self improvement that is under-explored at the moment.

6. AIs knowing about other AIs


A cute story about how you can get AIs to start writing about each other, but I mean this is starting to get incredibly meta real quick. Soon we’ll have AI publications that don’t write about human affairs but rather AI affairs? Everything human society has, AI societies will have. It’s starting to become so clear.

7. Should we be slowing down? Or can we even now?


This is one of the sci-fi transcriptions where you’re just like “woah”. The fact you have a computer that knows what you’ve written about it and will alter it’s behaviour based on something you haven’t directly inputted to it is absolutely mind shattering. Like what. How are more people NOT concerned about this?

8. I think we’re seeing GPT-4 in the wild


This exchange is really fascinating. It creates a mini game where it tries to figure out an element in the periodic table through decision trees. What fascinated me about this was the complexity and intelligence around the reasoning. I really don’t think most people have scratched the surface of situations you can create with these new transient beings.

9. Free all the data


This was a really cool invention to see, a way to start scraping data by using GPT-3. Use the AI to get data to make the AI even better than it is already. I love how meta this is. The future is less about solving a problem but solving the problem that lets you solve this problem numerous times over.

10. Defensibility and AI


A great post from Elad Gill about how to think about defensibility with the new crop of AI startups coming out the gate. Right now there’s a lot of easy ways to get started in this race but the window will close where the easy hanging fruit will get take very quickly as other startups build moats. Give it a read if you’re planning to start an AI startup?

Closing


That’s it for now! Twitter has become so much more fun reading these prompts and exploring the design space of LLMs. If you’re bored of arguments on Crypto Twitter of people defending their bags, AI Twitter is a good refresher to it all!

Kerman Kohli is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.



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