AI vs Traditional Software: Deterministic output is described as

AI vs Traditional Software: Deterministic output is described as

• A. Probabilistic outputs
• B. a probability distribution over possible results rather than a single deterministic prediction
• C. AI Systems provide
• D. the exact same result every time, given the same input, with no randomness involved

Answer: (D)

Deterministic output means that given the same input, the system yields the same result every time and there is no randomness involved. This is what traditional software aims for: a fixed set of rules and computations produces a predictable outcome. The other descriptions describe randomness or uncertainty—probalistic outputs and a probability distribution over possible results—which means the result can vary rather than being fixed. The option that describes AI systems providing an incomplete phrase doesn’t define how outputs behave. So the idea of getting exactly the same result every time with no randomness best captures deterministic output.

Deterministic output means that given the same input, the system yields the same result every time and there is no randomness involved. This is what traditional software aims for: a fixed set of rules and computations produces a predictable outcome. The other descriptions describe randomness or uncertainty—probalistic outputs and a probability distribution over possible results—which means the result can vary rather than being fixed. The option that describes AI systems providing an incomplete phrase doesn’t define how outputs behave. So the idea of getting exactly the same result every time with no randomness best captures deterministic output.