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The output may be recognizable by humans as being “the same”, but an ML classifier can look at what is “obviously” a cat and classify it as a turtle. So while y
by wrs 4y ago
The output may be recognizable by humans as being “the same”, but an ML classifier can look at what is “obviously” a cat and classify it as a turtle. So while your statement is accurate, it doesn’t explain how “traceability” could really work—what is the actual mechanism of “tracing”?
- falcolas 4y agoThere's a whole field of work around AI Observability - tracing how data moves through a model. It's intended to help identify biases in the input data, and to help answer the question of "why did it make this decision". And if you can trace how data moves through the model, you can identify "that output came from these inputs" and add the associated metadata.