Fix stale docs and align conventions across the AI samples (#334) #1352

Job	Run time
build-lint-test (3.10, macos-intel)	11m 57s
build-lint-test (3.10, windows-latest)	7m 12s
build-lint-test (3.14, ubuntu-latest)	6m 41s
build-lint-test (3.14, windows-latest)	7m 48s
build-lint-test (3.10, macos-arm)	9m 24s
build-lint-test (3.14, macos-intel)	9m 4s
build-lint-test (3.14, macos-arm)	7m 0s
build-lint-test (3.10, ubuntu-latest)	6m 30s
	1h 5m 36s

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