Are two heads better than one?(eieio.games)

    import random

    def lying_flippers(num_flips=1_000_000):
        """

        - Bob flips a coin and tells Alice the result but lies 20% of the
          time.
        - Alice tells me Bob's result but also lies 20% of the time.
        - If I trust Bob, I know I'll be correct 80% of the time.
        - If I trust Alice, how often will I be correct (assuming I don't
          know Bob's result)?

        """

        # Invert flip 20% of the time.
        def maybe_flip_flip(flip: bool):
            if random.random() < 0.2:
                return not flip
            return flip

        def sum_correct(actual, altered):
            return sum(1 if a == b else 0 for (b, a) in zip(actual, altered))

        half_num_flips = num_flips // 2
        twenty_percent = int(num_flips * 0.2)

        actual_flips = [random.choice((True, False)) for _ in range(num_flips)]
        num_heads = sum(actual_flips)
        num_tails = num_flips - num_heads
        print(f"Heads = {num_heads} Tails = {num_tails}")

        bob_flips = [maybe_flip_flip(flip) for flip in actual_flips]
        alice_flips = [maybe_flip_flip(flip) for flip in bob_flips]

        bob_num_correct = sum_correct(actual_flips, bob_flips)
        bob_percent_correct = bob_num_correct / num_flips

        alice_num_correct = sum_correct(actual_flips, alice_flips)
        alice_percent_correct = alice_num_correct / num_flips

        # Trusting Bob should lead to being correct ~80% of the time.
        # This is just a verification of the model since we already know the answer.
        print(f"Trust Bob -> {bob_percent_correct:.1%}")

        # Trusting Alice should lead to being correct ?% of the time.
        # This model produces 68%.
        print(f"Trust Alice -> {alice_percent_correct:.1%}")

        print()