vision-assisted fusion engine · v1.0
Detecting Synthetic Media,
Responsibly.
MediaSpectAI blends multimodal vision analysis with transparent local heuristics to identify AI-generated and AI-edited imagery — without opaque black-box calls.
Legal Disclaimer
MediaSpectAI provides probabilistic estimates and should not be considered definitive proof of authenticity or AI generation.
Provider
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Mode
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Vision
idle
Vision-Assisted
Multimodal LLM (GPT-4o via Emergent) inspects the pixels for generative artifacts, anatomical anomalies and lighting inconsistencies.
Local Heuristics
Metadata scan, generator signatures, byte-entropy, compression fingerprint — runs even if the network fails.
Transparent Fusion
Weighted blend (vision 0.6 · local 0.4). Every score is auditable — no black box.
Detection outputs
aiGeneratedProbability
aiEditedProbability
humanProbability
confidenceScore
editReasoning
suspiciousRegions
sourceAttribution
detection_mode