A pro se plaintiff hid instructions for an AI reviewer in white-on-white type. What caught him was odd whitespace on the page, not any model's refusal to comply.
Reality
- Evidence55
- Adoption20
- Hype gap+30
- Incentives50
- Confidence60
Judge Walter Spader Jr. found that no Connecticut court uses AI on filings, then sanctioned the litigant anyway. A clerk caught the size-3 white text by its spacing, not by scanning.
Reality
- Evidence45
- Adoption18
- Hype gap+12
- Incentives42
- Confidence40
Hidden white-on-white instructions to any reviewing AI cost a self-represented plaintiff his electronic filing rights. The court that caught him does not even use AI.
Reality
- Evidence74
- Adoption15
- Hype gap+14
- Incentives52
- Confidence68
A Connecticut judge found white-on-white instructions to AI models in a pro se motion, then found more in the reply. Any team summarizing text it did not author is handling adversarial input now.
Reality
- Evidence66
- Adoption24
- Hype gap+18
- Incentives30
- Confidence61
Hidden white-on-white instructions in a Connecticut filing failed because the court does not use AI. Every other document intake pipeline should read that as a warning, not an all-clear.
Reality
- Evidence78
- Adoption20
- Hype gap+15
- Incentives40
- Confidence70