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BrilliantDojo
Learn how AI actually thinks. Recognize drift,hold the frame
AI doesn't fail loudly it drifts silently. It softens your question, changes the frame, invents confident details, and produces answers that sound right but aren't. BrilliantDojo is a 7-belt operator certification that trains you to recognise the 12 drift taxonomies and correct them in real time using the 5-step Frame Correction Protocol. Free 60-second drift diagnostic on the site — no signup, no card. Certification pricing starts $49 (30-day intro), $750 full-path lifetime access.
Hey Product Hunt 👋 Aman here, founding CTO of BrilliantDojo.
We built this because I kept getting burned by AI answers that sounded right but weren't and none of the "AI literacy" courses out there taught me why. So we documented the 12 ways models silently drift from your frame, built a live scoring rig you can try in 60 seconds, and wrapped it in a 7-belt certification.
Try the free drift diagnostic at brilliantdojo.net/sparring no signup, no card, no email. Most operators fail the first drill. That's the point.
Would love your honest feedback especially: does the taxonomy hold up against your own model failure cases? What's missing?
We'll be in the comments all day.
About BrilliantDojo on Product Hunt
“Learn how AI actually thinks. Recognize drift,hold the frame”
BrilliantDojo was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #159 on the daily leaderboard. AI doesn't fail loudly it drifts silently. It softens your question, changes the frame, invents confident details, and produces answers that sound right but aren't. BrilliantDojo is a 7-belt operator certification that trains you to recognise the 12 drift taxonomies and correct them in real time using the 5-step Frame Correction Protocol. Free 60-second drift diagnostic on the site — no signup, no card. Certification pricing starts $49 (30-day intro), $750 full-path lifetime access.
On the analytics side, BrilliantDojo competes within Productivity, Artificial Intelligence and Tech — topics that collectively have 1.8M followers on Product Hunt. The dashboard above tracks how BrilliantDojo performed against the three products that launched closest to it on the same day.
Who hunted BrilliantDojo?
BrilliantDojo was hunted by Mohammed Aman Nawaz. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of BrilliantDojo including community comment highlights and product details, visit the product overview.
Mohammed Aman Nawaz