With that said, whether it's fair or not, I am curious to see how Stockfish with its opening book would compare to AlphaZero in its current state.
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These engines are built for results, not as technical demonstrators. You are testing the engine in a scenario that it was not built to cover. Opening books are not optional add ons for these engines, they mean that the heuristics are not tuned for early game, and no work is put into optimizing the evaluation in that phase of the game.
If they could have beaten Stockfish in its default configuration (using book), they wouldn't have artificially weakened it, right?
Tablebases are a different story, but in every one of the games they released, where Stockfish lost, it was far behind by its own estimation well before tablebases would have had meaningful utility.
Neither opening books nor tablebases would have helped because Stockfish was handily losing the middlegames, not openings nor endgames.