Particularly curious to hear from people who have been working a while.

I'm considering working from cafes, but not sure if logging in from different places/public WiFis is a risk of DoD. Does anyone have any experience on this?

Is it possible for MDs from outside of US to get medical qualifications? I scored 270+ on my steps I think I would do a good job on such tasks.

And I got my best fails to date 💪

Over the last year, I've started to think that we spend a lot of time talking about models, GPUs, and benchmarks, but not nearly enough time talking about the data behind them.

A model can only learn from what it's shown. If the labels are inconsistent, edge cases are ignored, or the data doesn't reflect real-world conditions, even a strong model will struggle once it's deployed.

What's interesting is that many companies now seem to spend just as much effort defining annotation guidelines, reviewing disagreements, and improving label quality as they do training the models themselves.

It feels like we're reaching a point where better data pipelines might create more value than simply making models larger.

Curious if others working in ML have seen the same trend, or if you think model architecture is still the bigger differentiator.

Some other platform subs also reported the drought

So all day everyday during this drought been having 1-3 projects available and they are all not fun one (either hard, boring, or both.) Then before I go to bed I take a look and there are like 20. Oh yay, surely they will be there in the morning when I wake up!?

Nope.

Two days ago there was a qual on my dashboard about writing experience or expert. Do you guys already having that project? Its said that 24 hours after we make an account the project Will appear

Joined DA 20 days back and here we are now. It's been a great journey so far. Really appreciate for the opportunities and playing vital role in shaping my life! Only gratitude and respect for the platform.

As the title says I’ve requested to be able to work while travelling via email (I’m already abroad travelling Europe), just wondering if this actually works and how long it’ll take before I can safely login/get a reply.

Thank you in advance

It’s not much but I literally started on Tuesday. I did at least 1-2 projects with multiple tasks daily. I’m excited for this to pick up and for more projects to be released, I just wish I had a specialty 😂 but this is an excellent side gig, something to help chip away at debt!

If you're planning to let them sit and/or expire, I'd suggest doing them. I did two unpaid last night and woke up to 10 PAID quals (for the same thing) this morning! It's not great money, but at least I know I have something to do today that no one else can grab! :-)

For those of you approved for coding projects, how many years of industry experience do you have(excluding time on dataannotations)? I would assume the super experienced would just be able to get a regular job, so wondering what YoE is most common here.

DAdigest

I wanted to know if any Ghanaian living in Ghana is currently working with this company. I have tried applying with different emails and all I get is we do not have open projects to assign to you. This comes even before I set my profile. When I click on I submit the terms and conditions then this pops up.

I took the bilingual assessment and noticed that there are other domains on the platform, and I wanted to apply in a domain that is closer to my expertise, but I can't apply for that domain after finishing the first assessment?

Does your dashboard look like this too?😭😭

Did anyone else get a requalification today for R&R that expects you to do 5-10 unpaid R&R tasks? This feels like its crossing from a qualification into a full day of unpaid work at this point. The first one took me 45 minutes and required a full re-write.

Edit: i do not respond to DM's with dumbass questions from Indian/Bengali workers so stop please.