research
The Clinic Sent Findings, Not Raw Modalities
Edge models compressed medical inputs before a cloud model synthesized a multimodal summary.
Summary
Edge models compressed medical inputs before a cloud model synthesized a multimodal summary.
On 20 simulated cases and three network profiles, the hybrid system reported 98–99 percent tool recall, 92–96 percent precision and four- to fifteenfold lower token cost. The small simulated study is not clinical validation.
Why it matters
Edge models compressed medical inputs before a cloud model synthesized a multimodal summary.
Limits and context
- The small simulated study is not clinical validation.
Key claims
Edge models compressed medical inputs before a cloud model synthesized a multimodal summary.
Qualification: The small simulated study is not clinical validation.
Evidence: source-2026-08-16-018
Sources
- arXiv preprint 2608.12745arXiv · primary research
Corrections
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