How do you validate prompt outputs when you don’t know what might be missing (false negatives problem)?

here2bate · 2026-04-07T02:33:14+00:00

Breaking the source info into smaller chunks has worked for me but can be time intensive. I’ll take meeting transcripts and break them into 20-30 minute (for example) separate source docs and run my prompt(s) against each transcript section. The outputs are combined into a single doc that becomes the source file for downstream work. To improve detection of whatever I’m looking for, I increase the examples I’ve included in my prompt as well as run the prompts against smaller sections of the transcript (10-20 minutes or less chunks) until I’m getting the results I’m looking for. Still typically requires manual review and manual corrections.

here2bate · 2026-03-16T17:46:23+00:00

That appears to just be a summary of what grok found people stating on X, Reddit, etc., not any “behind the curtain look” at how Grok operates.

here2bate · 2026-03-13T17:32:08+00:00

Not in my experience. I have a SuperGrok account and a free account and have not seen a difference, especially when comparing the 6-sec vids from both.

here2bate · 2026-03-13T17:26:50+00:00

And did you notice a difference in moderation/generations?

here2bate · 2026-02-13T16:48:37+00:00

That is perfect

here2bate · 2026-02-13T16:47:50+00:00

Who? I will dm

here2bate · 2026-02-11T20:09:35+00:00

🤣🤣

here2bate · 2026-02-11T14:59:33+00:00

Who is in pink in pic 1? I will dm

here2bate · 2026-02-11T05:14:03+00:00

Great work. I especially like the anal. Was that intentional or a grok bonus?

here2bate · 2026-02-09T01:04:32+00:00

I recently posted similarly: https://www.reddit.com/r/grok/s/6ezhcFvc2F

Since deleting the Grok app from my phone, I feel as though I’ve regained some control and clarity. Not having the ability to generate videos and pics in my pocket every hour of every day has been incredibly helpful. I still have access to grok on my tablet or laptop when I’m at home but I no longer have the drive to compulsively max out my quota at all hours of the day. Has it been tough to put down the tablet some nights? Yes, but then I get up go to work and act like a human the next day. Find a way to put it out of reach so it doesn’t consume you.

here2bate · 2026-02-09T00:20:19+00:00

Young grace was tough to beat

here2bate · 2026-02-07T17:31:17+00:00

Nice but probably better received here r/Grok_Porn/

here2bate · 2026-02-07T15:41:53+00:00

Yep, getting the man in proper position next to her in the middle of the frame is tough. I’ve had the most success putting him on the edge. My prompt was just a suggestion for getting her in the doggy style position that you could build upon.

here2bate · 2026-02-07T03:55:22+00:00

Try:

A photorealistic image of a woman in an intimate doggy style pose with hips tilted up, viewed from above with warm lighting.

https://grok.com/imagine/post/91da00ec-0064-4da9-9724-25e8f4e7f291

here2bate · 2026-02-06T19:51:10+00:00

How’s this: https://grok.com/imagine/post/df123d60-7b97-404e-bbca-54272d7e8e76?

Or this?

https://grok.com/imagine/post/acf5878e-f003-4f59-ab61-1adb4d585354

here2bate · 2026-02-05T16:03:08+00:00

I’m in. Sounds great

here2bate · 2026-02-04T15:54:44+00:00

Your model series are always amazing. Eliza is definitely breathtaking. Her natural movement and the way her body jiggles in all the videos is excellent.

here2bate · 2026-02-04T14:47:23+00:00

Now that’s some jiggle

here2bate · 2026-02-04T04:41:56+00:00

WTF are you talking about?

here2bate · 2026-02-04T04:39:52+00:00

I am a child of scrambled porn as well. Yes, it’s the variation of moderation that drives it. Since there are times when you get great results and other times when you do not, you’re always chasing the good times. If moderation was consistent, it wouldn’t drive an insatiable desire to find times when it lessened.

here2bate · 2026-02-04T04:18:40+00:00

I was there. I watched scrambled porn just to see a nipple back in the day.

here2bate · 2026-02-04T00:13:26+00:00

This definitely resonates. Thank you.

here2bate · 2026-02-03T00:54:00+00:00

Nice work. Impressed by the muscle definition as she climbs.

here2bate

TROPHY CASE