"We have rejected rigid rules, bright-line tests, and mechanistic inquiries in favor of a more flexible, all-things-considered approach. The Florida Supreme Court flouted this established approach to determining probable cause. To assess the reliability of a drug-detection dog, the court created a strict evidentiary checklist, whose every item the State must tick off. That is the antithesis of a totality-of-the-circumstances analysis. No more for dogs than for human informants is such an inflexible checklist the way to prove reliability, and thus establish probable cause."
The Supreme Court noted that no purpose would be served in collecting and reporting evidence of a dog's "false hits," because that might only mean the drugs were so well hidden that officers failed to find them, or that the dog was alerting to the residual scent of drugs that had recently been removed. And the court said that no specific list of training certifications could be required for a finding of probable cause. Said the court,
"If a bona fide organization has certified a dog after testing his reliability in a controlled setting, a court can presume (subject to any conflicting evidence offered) that the dog's alert provides probable cause to search. The same is true, even in the absence of formal certification, if the dog has recently and successfully completed a training program that evaluated his proficiency in locating drugs."
The Supreme Court said that K-9 evidence should be evaluated by the same probable-cause standards as other forms of proof: "The question—similar to every inquiry into probable cause—is whether all the facts surrounding a dog's alert, viewed through the lens of common sense, would make a reasonably prudent person think that a search would reveal contraband or evidence of a crime. A sniff is up to snuff when it meets that test."
When the Supreme Court applied this test to the evidence of Aldo's performance, it reached this conclusion: "Because training records established Aldo's reliability in detecting drugs and Harris failed to undermine that showing, we agree with the trial court that the deputy had probable cause to search Harris's truck."