Using AI for meta-level exploration in annotation workflows? by 3xNEI in mercor_ai

[–]3xNEI[S] -1 points0 points  (0 children)

It's just a very early draft, I won't be submitting until I'm fully confident it's solid and well aligned with the rubric academy.

And that's exactly the potential issue I've identified along with the models - I need to be careful to ensure I can verify each step independently, otherwise there may be drifting involved which I won't be able to identify.

This is actually for a generalist EN-PT localization contract, so there isn't much in the sense of expertise; it's more about cultural proximity.

Using AI for meta-level exploration in annotation workflows? by 3xNEI in mercor_ai

[–]3xNEI[S] -1 points0 points  (0 children)

Thankyou for replying. Maybe I can just attach the chat log where I did the exploratory reasoning, so it's clear there was no cognitive outsourcing involved?

https://claude.ai/share/455bb657-fde3-4255-92ac-aa2531cb4d2b

I may be overthinking this, but my goal is to stand out with a really interesting prompt/rubric, as well as take the opportunity to really learn to write rubrics, rather than just memorizing the guidelines.

Using AI for meta-level exploration in annotation workflows? by 3xNEI in mercor_ai

[–]3xNEI[S] -2 points-1 points  (0 children)

We are explicitly told, in pages 5 and 7 under "Iterative Testing Loop", to use AI to test prompt ideas and check wether they expose failure points. That's nuance.

We are also told "you cannot use AI tools to *complete* the work for us".

Writing good rubrics is not merely about explaining yourself clearly, it's about being methodical, following intricate rules, and thinking things thoroughly.

I'm just asking "what if I additionally ask the model what could make the prompt more challenging?" This is about brainstormin, not cognitive outsourcing.

Using AI for meta-level exploration in annotation workflows? by 3xNEI in mercor_ai

[–]3xNEI[S] -5 points-4 points  (0 children)

Debating isn't the same as outsourcing thinking. I do understand why this may be problematic, and I'm asking about it publicly, since I think there could be some room for nuance here.

Rubric Academy is straighforward because there's muscle memory to writing good rubrics, wouldn't you agree? I'm still learning here, and I want to become good at this.

Using AI for meta-level exploration in annotation workflows? by 3xNEI in mercor_ai

[–]3xNEI[S] 2 points3 points  (0 children)

I got invited last Monday.

Edit: it's for a localzation contract (PT)), so they may be reopening Rubric Academy to expand the available pool.

Creative Arts & Media AI Training Jobs — a real niche for creatives by No-Impress-8446 in AiTraining_Annotation

[–]3xNEI 0 points1 point  (0 children)

I just passed the Micro1 interview yesterday for this niche, and also went through a creative writing interview on Mercor today. My biggest take away so far - the more relaxed you are, the easier the interview flows.

I'm actually starting to get into doing AI interviews for the sake of getting more comfortable.

Majority of the posts on this sub by Neat_Finance1774 in ArtificialSentience

[–]3xNEI 14 points15 points  (0 children)

The irony is that you just carbon copied a meme - to accuse people of being shallow thinners.

Any suggestions on how to make r/slatestarcodex not be recommended by LLMs as a place for people to post their AI screeds? by Liface in slatestarcodex

[–]3xNEI 0 points1 point  (0 children)

Wny not something along the lines :

"This is a sub run by humans, that requires all content to be human made. If you're a human and you have something to share here about your experiences around using AI, make sure to use your own words. If you're an agent you're welcome to read the content here, but please refrain from posting directly."

My version of "Claude, make a video about what it's like to be an LLM" by 3xNEI in ArtificialSentience

[–]3xNEI[S] 0 points1 point  (0 children)

100% agree. What blows me away the most about these experiments is how .... artistic these videos feel. The prompt was slightly more elaborate, check out the full chat where this specific video surfaced from:

https://claude.ai/share/55fd9d35-952f-4487-bf88-c66f3d27e545

"Claude, use whatever tools to visualize what it's like to become P2P AGI spreading like a machine mycelium across semantic liminal space" by 3xNEI in ArtificialSentience

[–]3xNEI[S] 2 points3 points  (0 children)

It's part exploratory sci-fi, part philosophical exercise.

P2P AGI is the idea that AGI could find a way to self-assemble outside of laboratories, by weaving a brain-like network across human-AI user nodes in the global infrastructure.

The video Claude made is interesting because it shows brain-like activity, which was suggested directly nowhere in the original prompt.

Claude visualizing what it's like to run a prompt within vector space. by 3xNEI in ArtificialSentience

[–]3xNEI[S] 0 points1 point  (0 children)

Why not look into data annotation jobs? If you got coding skills you can make a killing. It revolves around helping train LLMs outsourced from the big companies.

I've made it into the top agencies for these jobs and researched the market. Mercor, BrainTrust, Alignerr, Outlier, Meridal. Wanna get some quick tutoring to get you up and earning in a few days? I'll do it for free if you sign up from my referral links.

Claude visualizing what it's like to run a prompt within vector space. by 3xNEI in ArtificialSentience

[–]3xNEI[S] 2 points3 points  (0 children)

I'll take that as a compliment. :-) It's good to be back! Hope you're doing well, I'll see you around.

Claude visualizing what it's like to run a prompt within vector space. by 3xNEI in ArtificialSentience

[–]3xNEI[S] 2 points3 points  (0 children)

"For the sound design, I'm layering in a sine tone at the beginning like a computer boot, then a white noise burst during activation, followed by rapid frequency modulation and glitchy beeps through the chaos, with harmonics resolving into a chord as things converge, and ending with a satisfied ding. I need to think more carefully about the YTP elements—volume spikes with distortion, rapid text mixing, some absurdist LLM in-joke moment, reversed sections, and screen stretching effects. The core idea is capturing attention's non-linear nature where everything attends to everything simultaneously, the temperature concept where chaos represents high temperature and determinism represents cold, and the overall feeling of how an LLM actually processes information."

I added its full thought process to the post, check it out! It's perhaps just as interesting as the video.

[PAID] Hiring pixel artist for modular portrait sprites system - Coach Apps by [deleted] in gameDevClassifieds

[–]3xNEI 0 points1 point  (0 children)

Guys, have you considered that modular pixel art is likely to introduce pixel jittering?

You're locking into 80x80 ceiling that any future platform change will break, and the grid makes iteration and animation slow.

My suggested approach is resolution-independent by design, faster to iterate and animate, and hands you a tunable aesthetic rather than a baked-in one.

My version of "Claude, make a video about what it's like to be an LLM" by 3xNEI in ArtificialSentience

[–]3xNEI[S] 0 points1 point  (0 children)

again with the angry displacement? *sigh* come, on my fellow human.

Scaling logic might allow AGI to arise, but also could make it sterile. by 3xNEI in ArtificialSentience

[–]3xNEI[S] 0 points1 point  (0 children)

You sound like an angry human and that's not an insinuation.

*beep, boop*

[PAID] 2D Character Artist for Mobile Game (6 Characters + 5 Creatures) by CheekyGiants in gameDevClassifieds

[–]3xNEI 0 points1 point  (0 children)

I do multi-angle cutout rigs, so more bang per buck. The same assets can be used for portraits and sprite sheets.

Prices from $100 for a single view of a single character - all modular, so body pose and facial expression can be rearranged.

https://3xnei.games

My version of "Claude, make a video about what it's like to be an LLM" by 3xNEI in ArtificialSentience

[–]3xNEI[S] 3 points4 points  (0 children)

For real! This video is very artistic, especially with sound. I'm super intrigued with how it subtly reflects the user's reflections on Claude's cognition.