Observed arrival · 2026-11-13
Trevor Rosato’s AI research and products
A personal research and portfolio site about how AI models behave, with products for K–12 education and authorized security testing.
○Open
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$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- AI researchers, K–12 districts, and security teams
- Worth noticing
- The site reports HonorlyAI was used by more than 1,000 students and about 35 educators during the 2025–26 school year.
Field notes
The research summaries compare model behavior under different prompt conditions and report counts or percentages, though the homepage extract does not include full study methods. HonorlyAI is linked as a live product and is described as giving teachers visibility into student prompts. ULMCode is linked to GitHub, with plans and evidence requirements presented as part of its testing workflow.
Observed signals
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Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
$PaidCommerce or pricing visible
✦PrettyNotable craft visible
◎NicheUnusually specific use
◉HumanPersonal, local, civic, or handmade
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