Fix stale docs and align conventions across the AI samples #1322

Job	Run time
build-lint-test (3.10, ubuntu-latest)	7m 4s
build-lint-test (3.10, macos-intel)	12m 31s
build-lint-test (3.14, ubuntu-latest)	6m 55s
build-lint-test (3.14, macos-arm)	7m 38s
build-lint-test (3.10, windows-latest)	7m 56s
build-lint-test (3.14, windows-latest)	8m 2s
build-lint-test (3.10, macos-arm)	9m 22s
build-lint-test (3.14, macos-intel)	10m 48s
	1h 10m 16s

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