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One chat for several projects: review an AI invoice proposal, correct its topic, then create and verify an unsent PayPal Sandbox draft.
Topic memory for MCP hosts: keep work separate, correct misfiled notes, and replay saves without creating duplicates.
One main chat, separate topic sessions. TheOne uses NVIDIA Nemotron on Nebius Token Factory to route messages and resume the right context in DeepSeek Harness.
