I've been trying to get a more rounded understanding of the impacts that "AI" has had since ChatGPT went viral back in 2022.

I've found it easy to gather a list of negative impacts, but have struggled to point to many positives.

I was curious if there were folks who have used any of these AI tools, and would willing to share any positive impacts those tools have had in their lives. I'm particularly interested in the text, audio, image, and video generation tools that have appeared since ChatGPT went viral, but please share anything else that you think fits.

so Google's AI Studio used to have an option to finetune gemini flash for free by simply uploading a csv file. but it seems they have removed that option, so I'm looking for something similar. I know models can be finetuned on colab but the problem with that is it's way too complicated for me, I want something simpler. I think I know enough python to be able to prepare a dataset so that shouldn't be a problem.

My understanding of how large language models work is rooted in my knowledge of statistics. However a significant number of people have never been to college and statistics is a required course only for some degree programs.

How should chatgpt etc be explained to the public at large to avoid the worst problems that are emerging from widespread use?

I've been thinking perhaps I'll need to get one of the desktop LLM UI. I've been out of touch with the state of the art of end user LLM as I've been exclusively using it via API, but tech-y people (who are not developers) mostly talk about the end-user products that I lack the knowledge of.

Ethical problems aside, the problem with non-API usage is, even if you pay, I can't find one that have better privacy policy than API. And the problem with API version is that it is not as good as the completed apps unless you want to reinvent the wheel. The apps also may include ads in the future, while API technically cannot as it would affect some downstream usecases.

As a dual use technology, the table doesn't include the extra retention period if they detect an abuse. Additionally, if you click on thumbs up/down it may also be recorded for the provider's employee to review.

I don't think OpenWebUI, self hosted models, etc. would suffice if they are not built to the same quality as the first party products. I know I'm probably asking for something that doesn't exists here, but at least I hope it will bring to people's attention that even if you're paying for the product you might not get the same privacy protection as API users.

Hello to everyone who's reading this post :)

Now LLMs are increasingly so useful (of course after careful review of their generated answers), but I'm concerned about sharing my data, especially very personal questions and my thought process to these large tech giants who seem to be rather sketchy in terms of their privacy policy.

What are some ways I can keep my data private but still harness this amazing LLM technology? Also what are some legitimate and active forums for discussions on this topic? I have looked at reddit but haven't found it genuinely useful or trustworthy so far.

I am excited to hear your thoughts on this!

Looking at the submission rules for Clarkesworld Magazine, I found the following:

Statement on the Use of “AI” writing tools such as ChatGPT

We will not consider any submissions translated, written, developed, or assisted by these tools. Attempting to submit these works may result in being banned from submitting works in the future.

EDIT: I assume that Clarkesworld means a popular, non-technical understanding of AI meaning post-chatGPT LLMs specifically and not a broader definition of AI that is more academic or pertinent the computer science field.

I imagine that other magazines and website have similar rules. As someone who does not write directly in English, that is concerning. I have never translated without assistance in my life. In the past I used both Google Translate and Google Translator Toolkit (which no longer exist).

Of course, no machine translation is perfect, that was only a first pass that I would change, adapt and fix extensively and intensely. In the past I have used the built-in translation feature from Google Docs. However, now that Gemini is integrated in Google Docs, I suspected that it uses AI instead for translation. So I asked Gemini, and it said that it does. I am not sure if Gemini is correct, but, if it doesn't use AI now it probably will in the future.

That poses a problem for me, since, in the event that I wish to submit a story to English speaking magazines or websites, I will have to find a tool that is guaranteed to be dumb. I am sure they exist, but for how long? Will I be forced to translate my stories like a cave men? Is anyone concerned with keeping non-AI translation tools available, relevant, and updated? How can I even be sure that a translation tool does not use AI?