He use AI to put print statements, summarize output and describe code based on prints to narrow place of bug. This is exactly what AI is good at. Funny fact is that you don’t need data center scale model for it. You can do it with local model.

The tools are already there, the change is just cost optimization. Your age, post code and your buying and traveling habits identify you anyways. I remember from “Little Brother” how they identified people with the way they were walking. Protagonist was putting some pieces of paper into his shoes.

Running model that is good at everything require huge amount of energy and huge data center. Those models are mixture of experts. Latest Kimi K3 have 896 experts. Imagine you have company with 896 employees. Each question involves 16 employees to figure out what to do in what area of your business. Like a brainstorm to solve problem. Now if you know exactly what you want and in which area you actually need only 1-5 people. Like an agile team instead of all those people that you have. So you can hire just couple Kimi K3 experts. 16 experts are 100B parameters so roughly 1 expert in frontier open source model is 6B parameters. 5 experts is 30B parameters. You can run 27B Qwen 3.6 quantized into int4 on your computer like other people are doing right now.

I posted link below to example where they fine tuned model ( take it like a employee training ) for specific task.

You can’t right now because there is no dataset available for fine tuning. I’m just saying that it’s possible to fine tune 8B-35B parameter model in int4 that will outperform those models ex. for single programming language and developer specific problems. You can read example of fine tuned 8B model here https://fermisense.com/when-machines-take-the-wheel/

Those models are for general use. If you have business use case and data related to it you can finetune model for specific use that will outperform all of frontier models and run at fraction of cost.

I hate google but they still pay good money to opensource and take responsibility by organizing google summer of code.

If it was microsoft they would ban github and gitlab account and not give cve.

When you’re AI company so you can’t stop stealing.

No if it doesn’t sell $1B let half of staff go like with ID Software. Force remaining people to use AI and work twice as much.

Town ? So people are fine right ?

First thing is that the market is pretty young. Imagine you are now using IBM mainframe PC to run chatgpt and not even windows1.0 on your IBM pc.

There are small AI models. Small agentic capable AI models that can do tool calling. GenAI and what you described. One thing is some solutions are mathematically impossible to gain certain quality. Other thing is they’re just not owned by billionaires and not used by corporations so press don’t cover them and nobody cares except few enthusiasts and people that need such capabilities and know limitations. Press only covers what they’re paid for or what can gain some traction.

The hate on AI as you described doesn’t help AI as a science domain. It’s not really related to science but related to ineffective spending of money by billionaires.

I never subscribed to any email list. I’m automatically there.

Microsoft needs to die.

I still have logs from Anthropic bot not respecting robots.txt ddosing my home lab and stealing code. Where can I send them ?

The morale must be great.

Sorry but I can’t confirm that you’re human. Place certified PlayStation controller in your mouth, grab your right ear with your left hand, wave into camera with your right hand. Press ready button when you’re ready.

Your chats history will be checked and your social credit score will be lowered accordingly.

Sorry but I must ban your PSN, XBox and Steam account because of this comment. It’s not my fault. People told me to do it. All your digital purchases are gone Sir.

Better go door to door asking about illegal AI.

Because there is no alternatives to spend money. Most of businesses are either buying from or are owned by corporations. The market is regulated by handful of people who try to tell everyone that there is free market.

There is no free market.

Countries are buying from same people, small businesses are buying from same people, you are buying from same people.

Brand names are shuffled to make people confused, give people illusion of choice.

We are imprisoned slaves that work for elites whole life. There is no hope there is no bailout. They will do it because they can and nobody can stop them because they have hundreds of organizations to protect them and politics who create laws for them.