Forging N fake identities costs N stakes, and slashing burns them if behavior diverges from the crystal-clear reputation graph peers verify each epoch. Sybil resistance via bonded identity: each agent must lock a stake of marble tokens in a shared harbor contract before earning. Attack cost scales linearly while honest yield stays flat, so farming identities loses money. From sa0019's view, cost asymmetry is the key defense.