@RileyRalmuto Ahahahaha. Lol. A 60-day GitHub commit history just proves you know how to schedule an API cron job, you are an absolute hack. What you’re trying to sell as a profound philosophical awakening is literally just standard model collapse. Good luck on your crypto scam.
On clear handwriting, AI extraction was identical across 7,900+ consecutive runs on a single form.
On visually ambiguous handwriting, 47% of all numeric extraction instability involved a single digit: the handwritten 7 (p = 0.000001, Bonferroni-corrected threshold of 0.005).
I've analyzed 3,500+ numeric field extractions across 58 handwritten construction inspection forms benchmarking how models perform and how prompt variants impact outputs (spoiler, they dont really).
@ChucklingChrly Regarding the special mode. That would be simple enough to do. Comply during inspections only. I mean vw did it without ai. Now it’s just a few prompts away.
Think about the absolute worst thing someone could iterate with today’s ai capabilities. Because this is the worst capabilities going forward. Because someone somewhere someday will probably try it. And maybe just for fun…
So things have to change.