Used toys to write a working machine vision project over last 2 days.
Key word: working
The bubble is real on both sides. Models have limitations... However, they are not toys. They are powerful tools. I used 3 different SotA models for that project. The time saved is hard to even measure. It's big.
My daughter berated me for using AI (the sentiment among youth is pretty negative, and it is easy to understand why), but I simply responded, "if I don't my peers still will, then we'll be living on the street." And it's true, I've 10x'd my real productivity as a scientist (for example, using llms to help me code one off scripts for data munging, automating our new preprocessing pipelines, etc, quickly generating bullet points for slides).
The trick though is learning how to prompt, and developing the sense that the LLM is stuck with the current prompt and needs another perspective. Funnily enough, the least amount of luck I've had is getting the LLM to write precisely enough for science (yay I still have a job), even without the confabulation, the nuance is lacking...that it's almost always faster for me to write it myself.
> My daughter berated me for using AI (the sentiment among youth is pretty negative, and it is easy to understand why)
I can’t relate. Currently in university. Everyone is thankful to God ChatGPT exists. I’d think it must be a joke, or your daughter somehow managed to live in a social circle which doesn’t yet adopted chatbots for school purposes.
I just don't understand why AI is so polarising on a technology website.
OpenAI have even added a feature to make the completions from GPT near-deterministic (by specifying a seed). It seems that no matter what AI companies do, there will be a vocal minority shouting that it's worthless.
Without details that's a meaningless stat, I remember some pytorch machine vision tutorials promising they'll only take like an hour, including training and also gives a working project at the end.
It's staggering to me that people on Hacker News are actually downvoting people saying how AI is boosting productivity or levering business or engineering or finance. The denial, cynicism and sheer wilful ignorance is actually depressing. I get that not everyone is working directly with AI/ML but I honestly expected better on a website about technology.
People are deliberately self selecting themselves out of the next industrial revolution. It's Darwin Awards for SWE careers. It's making me ranty.