Improve iOS inference and benchmark evidence - #53
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Moves inference off the UI thread, validates contracts and finite values, records raw timings and adds bundled-model XCTest. Python validation: 226 passed; one Core ML compilation test failed due to local temporary-directory restrictions. Xcode and physical iPhone integration remain unverified; no ANE or power claim.
Changes are proposed for review; no deployment or merge is included.