AutoGPTs and Google
Written by Nathan Lands
Thought Q1 was crazy? It's about to get even crazier with "AutoGPTs"!
Google is in big trouble. Here's why:
With GPT-5 expected to complete training in December, it seemed progress might slow. Giving Google, Apple, and others a chance to catch up.
But now, thanks to indie hackers and a VC that can't code, a whole new world of experimentation and progress has opened up.
A few days ago, I read this tweet thread from @yoheinakajima, a VC based in Seattle. He has created an experimental "AI founder" that can do tasks on its own called babyAGI.
I talked with him yesterday on video chat and learned a lot.
🔥1/8
— Yohei (@yoheinakajima) March 29, 2023
Introducing "🤖 Task-driven Autonomous Agent"
An agent that leverages @openai's GPT-4, @pinecone vector search, and @LangChainAI framework to autonomously create and perform tasks based on an objective.
"Paper": https://t.co/MT5WxB0Ebo
[More 🔽] pic.twitter.com/9BmbuJBAjl
His story is incredible. He went from idea to code. From code to paper. Paper to viral tweet thread. Thread to open-source project on GitHub.
All in 3 days. Without being able to code. All created with AI.
He fired up a @Replit and discussed the idea with GPT-4. Then fed it documentation from @LangChainAI and @pinecone.
It then created some code which he pasted into a Replit. The code had a few errors. He just kept giving the code to GPT to debug until it worked.
Then had it create a paper for him. Then a tweet thread based on the paper.
Check out this AI-generated diagram illustrating the process.
One GPT-4 acts as a task manager, keeping track of tasks and priorities. While another GPT-4 serves as a task creator. A third GPT-4 executes the tasks, with results saved in memory.
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Theoretically, this could make GPT-4 self-improve. And carry out business tasks by itself. @yoheinakajima is considering using it as a VC associate for his fund.
He even has it set where he can get text messages to confirm actions.
And he's not the only one with this idea.
Yesterday I discovered AutoGPT created by @SigGravitas. They're blowing up on GitHub.
Just been informed that #AutoGPT is ranked #1 trending in the entire world on @Github!🤯
— Significant Gravitas (@SigGravitas) April 3, 2023
Thank you everyone for your interest, I'm glad to have inspired so many fellow humans! 🤖
A couple of weeks ago I had 19 twitter followers... 📈 pic.twitter.com/QR43nOjPJp
@karpathy, the ex-head of Tesla AI, stated it could be the next major frontier.
Next frontier of prompt engineering imo: "AutoGPTs" . 1 GPT call is just like 1 instruction on a computer. They can be strung together into programs. Use prompt to define I/O device and tool specs, define the cognitive loop, page data in and out of context window, .run(). https://t.co/EKy84pa5bB
— Andrej Karpathy (@karpathy) April 2, 2023
And @Altimor thinks something like this could possibly be a path to AGI.
Another key point — it’s entirely possible that the gap between GPT-4 and AGI can be bridged by simple prompting / a bit of recursion.
— Flo Crivello (@Altimor) April 2, 2023
Similar to human brains, which full potential was unlocked by things like the scientific method / the enlightenment.
We already had the basic… https://t.co/aWbGoxOg98
Based on a poll by @SmokeAwayyy, others seem to agree.
63.6% think Auto-GPT can lead to AGI.https://t.co/AbSfpv0aZH pic.twitter.com/APDau0Q4e6
— Smoke-away (@SmokeAwayyy) April 4, 2023
It seems too simple to lead to AGI. But, as @ID_AA_Carmack stated last year on @lexfridman, AGI will likely be surprisingly simple.
So, what does this mean for Google and others?
@NickADobos nailed it.
OpenAI might have already won. The flywheel of improvement is spinning too fast now. OpenAI has a killer culture + plugins + hacker community.
“interesting that a lot of the advancements on [the AI] front are coming from hackers”
— Nick Dobos | erevald (@NickADobos) April 4, 2023
This is why openAi has already won
This is their playbook
The flywheel is spinning
They fucking nailed this
OpenAi is currently running a never before seen network effect and brand new… https://t.co/K1Bq4qLTbm
Meanwhile, based on this tweet from @ricburton, it sounds like Google's culture is...different.
I know people at DeepMind
— ric.⌐◨-◨ @ ETH Tokyo 🏯 (@ricburton) March 30, 2023
They spend more time worrying about ski trips than working
I know people at OpenAI
They are at the office until 3am multiple times a month
I know people at Google
They are more interested in their Tahoe ski lodges than grind
Culture matters https://t.co/OtXXongysu
So what is Google doing in response? Pushing for regulation.
@gregisenberg thinks it's a move to slow things down. I agree.
Sundar Pichai saying "AI needs to be regulated" is his way of saying "give me time to catch up" pic.twitter.com/U5V6quojHT
— GREG ISENBERG (@gregisenberg) April 3, 2023
And pushing out products that are really bad in comparison to ChatGPT. But claiming that is on purpose, as noted by @buccocapital.
Laugh out loud response from Pichai defending why Google Bard sucks
— BuccoCapital Guy (@buccocapital) March 31, 2023
“We clearly have more capable models”
What? You released the bad one first?
I would have released the GOOD ONE first. Can I be Google CEO now? pic.twitter.com/GSGtGauXB2
Google is increasingly full of ads and bad content, and its problem will worsen as people mass-produce AI content. When ChatGPT solves the 'confident bullshit' problem, I'll probably rarely use Google.
In conclusion, community-created experiments like babyAGI and Auto-GPT are a big deal. They allow GPT-4 to keep improving while OpenAI builds GPT-5.
OpenAI is further ahead than people realize. And Google is in big trouble. If they didn't have YouTube, I'd even say they might be screwed.
As a disclaimer, it's worth noting that some people aren't impressed with babyAGI and Auto-GPT, such as @ctjlewis. And the tech is still very experimental.
And as @icreatelife stated, based on technical definitions, we're not close to AGI. But I have a feeling by next year, this will be heavily debated.
And many smart people, such as my friend @bilawalsidhu, think it's too soon to count Google out.
And who knows, maybe they're a sleeping giant and they'll respond in a way that shocks and awes. But I'll believe it when I see it.
Here's the link to babyAGI:
And link to Auto-GPT: https://github.com/Torantulino/Auto-GPT
I'm trying both of these today and will be sharing what I learn along the way, attempting to automate parts of my business. Or creating new business units.
Will it work? I guess we're about to find out. :)