I know you are asking for something different, but since there are already a few good answers, allow me to instead to reject the premise and give you a different.

It’s not impossible to implement an AI solution within the context your provided. The problem is that it’s going to be expensive. However, you can offer to deliver something smaller, focus on the smallest but valuable contribution you can make. While cleaning up the data is still going to be a hell of task, if the scope is small enough it can be achievable. Then, you can communicate the difficulty to scale due to data issues which can help management undestand the importance of prioritizing data quality.

If you have a bunch of sales data, maybe you can focus on deriving purchase patterns and build a simple recommendations engine. If you want to focus on marketing, you could try lead classification. Ideas depend on the domain of the company you work for.

IMO it’s not about what metric is used, but how it is used. The current approach, completely avoiding any karma like mechanism, solves the farming issue, but IMO does not cater to the needs of every user.

For example, I have ADHD and if accumulating karma gives me much needed motivation and feel good chemicals, I am going to take them.

At the same time, holding a user to a higher regard because of their karma is stupid, it’s better to build real connections with usernames you recognise through continuous communication.

Personally, karma was an easily digestable piece of information about how my outreach into the social media is performing. Accumulating karma helps me feel connected with the community, feel accepted.

While the consumption for AI train can be large, there are arguments to be made for its net effect in the long run.

The article’s last section gives a few examples that are interesting to me from an environmental perspective. Using smaller problem-specific models can have a large effect in reducing AI emissions, since their relation to model size is not linear. AI assistance can indeed increase worker productivity, which does not necessarily decrease emissions but we have to keep in mind that our bodies are pretty inefficient meat bags. Last but not least, AI literacy can lead to better legislation and regulation.

Gitea and forejo are doing some amazing work

Is that adhd? That’s definitely adhd!!!

I would add spaghetti in the middle

Here in Greece the supreme court is determining goverment actions as unconstitutional, recommending changes, and nothing is being done. It is essentially powerless.

Probably a lot less, keep in mind that whenever it answers a question the whole model is traversed multiple times, going through multiple GBs is not possible in the matter of seconds the model answers.

Make sure you will have internet access. You may need to buy a SIM card at the airport, or buy a plan/package from your provider that supports the country you will be visiting. It may be costly but it will be worth it.

They made meow meow beans?

If you really want to make a difference, get involved in an organization instead of fantasizing about being some lone wolf that takes down an individual to magically solve systemic problems.

The whole point of the movie is the mobilaziation of the people. The mask is just a symbol.

Also, as I said, I am not American. I am active in my country, but I have no reason to get involved in American politics (aside from stupid posts on social media 😅).

A lot of professions are involved in bridge building but specifically architects come to my mind. Anyway, building bridges sounds so fucking interesting, like these things are huge, can hold literally tonnes, forever change the life of people around them, and they can be seen from far away.

Yes, I always review the code, just avoid nitpicking the hell out of it.

Not really, we are a small team and we generally trust each other. Sure there are things that could have been better, but it’s not bad either.

But they are sooo adorable 😍

Sounds fun, mind sharing your field?

Judging on other replies, it seems there are alot of people in IT/software development field that are burnt out by how fast everything is changing. That’s people that understand it, are making an honest effort, but still it’s too much.

Tbh, it makes me dread for my future…

I am definitely guilt for that, but I find this approach really productive. We use small bug fixes as an opportunity to improve the code quality. Bigger PRs often introduce new features and take a lot of time, you know the other person is tired and needs to move on, so we focus on the bigger picture, requesting changes only if there is a bug or an important structural issue.

Here is a list of note-taking apps:

https://github.com/tehtbl/awesome-note-taking

By the way, I am building my own Journaling system, it’s still early stages and I am looking for ideas!

Has anyone gone through the documents? Any interesting findings? Is it time to create a website?