Alex Finn

A developer shares their experience running a personal AI research lab using autonomous AI agents that work 24/7 on model training, R&D, and business improvement. They reference Karpathy's Autoresearch framework as a key inspiration and describe running agents on ChatGPT and planning to migrate to local models on Mac Studios and DGX Spark. The post ends with a brief action list encouraging others to explore autonomous agent frameworks and local model deployment.

My mind is so blown

I have my own personal AI research lab running 24/7/365

I'm just one dude with an entire team of AI agents training models and doing R&D

I think this is the biggest opportunity right now: taking Karpathy's Autoresearch framework and applying it to everything

I have a team of AI agents running experiments all day and night on system prompts, local models, and LoRAs. 

I also have them doing R&D on my new project. They spend all day discussing my app, coming up with new ideas, then debating eachother

An entire organization of autonomous agents continuously improving my business 24/7/365

I feel like I have unlimited power

Right now they are all running on ChatGPT 5.4, but today I will move them to local models running on my 3 Mac Studios and DGX Spark so this will all become free

Free, local super intelligence working for me at all times.

10 year old me would think this is a scifi

Do this immediately:
1. Ask your agent about Karpathy's Autoresearch. Deeply understand it
2. Ask your agent how you could apply that framework to other projects you're working on
3. Download a local model. Doesn't matter what computer you have. There is a model you can run on it. 
4. Just get used to how it works. Learn from it.
5. Push yourself to get uncomfortable every day and try new things.

There has never been a better/more profitable time to be a tinkerer

<p>My mind is so blown

I have my own personal AI research lab running 24/7/365

I'm just one dude with an entire team of AI agents training models and doing R&amp;D

I think this is the biggest opportunity right now: taking Karpathy's Autoresearch framework and applying it to everything

I have a team of AI agents running experiments all day and night on system prompts, local models, and LoRAs. 

I also have them doing R&amp;D on my new project. They spend all day discussing my app, coming up with new ideas, then debating eachother

An entire organization of autonomous agents continuously improving my business 24/7/365

I feel like I have unlimited power

Right now they are all running on ChatGPT 5.4, but today I will move them to local models running on my 3 Mac Studios and DGX Spark so this will all become free

Free, local super intelligence working for me at all times.

10 year old me would think this is a scifi

Do this immediately:
1. Ask your agent about Karpathy's Autoresearch. Deeply understand it
2. Ask your agent how you could apply that framework to other projects you're working on
3. Download a local model. Doesn't matter what computer you have. There is a model you can run on it. 
4. Just get used to how it works. Learn from it.
5. Push yourself to get uncomfortable every day and try new things.

There has never been a better/more profitable time to be a tinkerer</p>

A developer shares excitement about running a personal AI research lab with AI agents working around the clock, expressing amazement at having an entire team of AI agents as a solo individual.