Unbeatable purely mechanical Tic Tac Toe Machine

The Unbeatable Purely Mechanical Tic Tac Toe Machine operates entirely through physical kinematics, mechanical logic, and combinatorial data storage without relying on electricity or microcontrollers. The computational core of the machine consists of 65 custom 3D-printed edge-notched logic cards. These cards function as a physical read-only lookup table generated using a Python script running the Minimax algorithm, mapping every possible valid board state to the optimal counter-move. When a human player inputs their move using the mechanical knobs and indicator plates, the physical configuration shifts the internal assembly. A release handle actuates the mechanism, driving a system of 9 horizontal rods equipped with gears and custom printed rack-and-pinion frames. As the rack-and-pinion mechanisms move past the stack of edge-notched cards, the physical presence or absence of notches on the cards allows specific pins or levers to drop or block. This mechanical decoding process selects the correct response card, which physically pushes the corresponding indicator plate to display the machine's optimal move. Through this purely mechanical interaction of gears, racks, pins, and notched cards, the device physically processes data and executes algorithmic game theory in real time.