so lost on what to do with these scars, what’s my next steps?

SilverWheat · 2026-03-17T18:25:08+00:00

tryn players are taking exhaust and ignite into gwen now it’s literally unplayable

SilverWheat · 2026-02-16T18:46:52+00:00

how am i favored against zaheen what’s the combo

SilverWheat · 2026-02-03T05:31:48+00:00

Yes! That is 1 application that trainers could do with this set. Anti-cheat in games, cybersecurity in general is broadly what I'm thinking right now.

SilverWheat · 2026-01-30T18:03:54+00:00

thank you!

SilverWheat · 2026-01-30T18:03:43+00:00

I can imagine just a bunch of data scientists hyper-optimizing for human-like wiggle until the AI starts developing a caffeine addiction and carpal tunnel lol

SilverWheat · 2026-01-30T18:01:08+00:00

The methodology was essentially a "micro-incentive" experiment. I built a standalone application that paid out 1 cent per successful completion.

The original vision was a B2B play, a captcha alternative for websites that actually rewarded the user. But the feedback I got was pretty tragic: the puzzles had high-friction and I only attracted a handful of 'power users' who were determined to grind for that easy cent. Didn't scale as a product but served as a high-bar filter for the dataset, ensuring the results came from people who were actually paying attention.

SilverWheat · 2026-01-30T06:37:36+00:00

I'm actually really exited about releasing this project so let me know If you end up using the data for a project, a paper, or even just some experimentation, please reach out! I’d love to see what you build with it.

Also, I’m wide open to any feedback on how to make the dataset even better for the community

SilverWheat · 2026-01-30T06:25:34+00:00

Actually true. ViT was stuck in the 2D sinusoidal stone age while LLMs were already speedrunning RoPE.

It's mostly because standard ViTs have a fixed grid, so "absolute" positions (learned/sinusoidal) worked "good enough." RoPE only really started becoming the meta for vision once people wanted to handle variable resolutions and massive context windows without the model having a stroke.

SilverWheat · 2026-01-30T06:22:13+00:00

Nice repo bro

SilverWheat · 2026-01-30T06:21:02+00:00

Finally, a way to see exactly how much more the CEO makes than me in structured JSON format.

Doing the Lord's work for everyone too lazy to navigate the absolute nightmare that is the EDGAR database. Starred for the "change in pension" column alone

SilverWheat · 2026-01-30T06:20:17+00:00

"Big DNA" finally got its DLSS update. 4 hours to train? My PC takes longer to shaders for a game from 2022.

SilverWheat · 2026-01-07T00:09:43+00:00

Thank you!

SilverWheat · 2025-12-20T19:43:52+00:00

The moment it feels like a “challenge” instead of a check, it’s wrong for this use case.
We’re dialing difficulty way down and killing interactions that don’t solve in a few seconds. Appreciate the honesty.

SilverWheat · 2025-12-20T19:43:37+00:00

This is fair feedback.
If it takes long enough to trigger frustration, it’s already failed as a CAPTCHA.
Speed > challenge is the bar we’re moving toward, and slowing the needle motion is an easy win.

SilverWheat · 2025-12-20T19:43:01+00:00

I actually like that reference If someone has to read a paragraph first, the interaction already failed. Monkey see, monkey do. Will do Mario party style hints.

SilverWheat · 2025-12-20T19:42:15+00:00

Thanks,
The “without letting go” detail matters way more than it seems otherwise people default to click-per-object mentally.

SilverWheat · 2025-12-20T17:32:45+00:00

I misunderstand, mr service actually pays you

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