β—‰ LIVE SIGNAL VETTING

RADAR

We vet the AI claims so you don't have to.
Every viral tweet. Every fake benchmark. Every grift. Receipts included.

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βš™ Methodology

Every verdict starts with a viral AI claim on X/Twitter. We trace the claim back to its source β€” the actual paper, repo, benchmark, or dataset. We verify what's real, flag what's inflated, and publish the delta between the claim and the evidence.

We don't do hit pieces. If the underlying tech is legitimate, we say so. Most things we vet land on ⚠️ Overhyped β€” real tech, bad framing. We reserve 🚩 for active grift: fake benchmarks, affiliate shills, undisclosed paid promotion.

LEGIT β€” Claims check out
OVERHYPED β€” Real tech, inflated claims
GRIFT β€” Active scam or shill
ENGAGEMENT BAIT β€” Farming impressions