Interpreted Value
Also known as: AI interpretation, AI-inferred value
An interpreted value is a judgment or label that emerged from AI reasoning applied to raw data — such as 'likely timing issue' or 'probable hip stall' — rather than from a direct measurement or a deterministic rule.
Beyond measured facts and heuristic estimates, some findings in SwingVantage come from AI pattern-matching on combinations of signals that the rules engine alone cannot fully resolve. These are interpreted values — they are more contextual and nuanced than a deterministic rule output, but also inherently less precise and more subject to AI error. They are labeled 'AI Interpreted' or 'AI-Inferred' and are always accompanied by the evidence that led to them, so you can decide how much weight to give them.
Example
'AI Interpreted: possible mental tempo disruption — the downswing initiated 40ms faster than your average, suggesting a rushing tendency under pressure (Confidence: 55/100).'
Related terms
- Measured ValueA measured value is a number that came from a real sensor or instrument — a launch monitor, radar gun, or wearable — and was not inferred or estimated from video or rules.
- Estimated ValueAn estimated value is a number derived from observable cues and encoded rules rather than from direct sensor measurement — a confident, grounded inference that is never presented as a measured fact.
- Data Source LabelA Data Source Label is the badge shown alongside every metric in SwingVantage that identifies where that data came from — Measured, Estimated, AI Interpreted, Placeholder, or Real — so you always know how to weight it.
- AI-Enhanced AnalysisAI-Enhanced Analysis is the optional second layer of SwingVantage's analysis pipeline — added on top of the deterministic heuristic result — that uses an AI language model to generate contextual explanation, drill language, and coaching narrative.
- Evidence LabelAn evidence label separates what SwingVantage measured (a sensor or launch-monitor number) from what it estimated (an inferred likely pattern), so an estimate is never presented as a lab measurement.
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