Wes Roth demonstrates creating specialized Grok Bot agentsA multi-agent system contains multiple AI agents that interact, coordinate, divide work, or influence one another while pursuing tasks. and connecting toolsAI tool calling lets a model request a structured operation from software instead of only returning natural-language text., then uses a chief-of-staff agent to coordinate their workAgent orchestration coordinates AI agents, tools, people, tasks, state, and control flow so a larger workflow reaches a verified outcome.. He notes that connected applications may be accessible to other bots sharing the environment.
Wes Roth assigns agents to monitor filings, events and supply chains, challenge assumptions and propose paper trades. The example uses simulated trades rather than real money, and the presenter says he retains final decisionsHuman-in-the-loop AI keeps a person involved in reviewing, correcting, approving, or guiding an AI system's work..
Wes Roth shows group conversations, scheduled routines and a recorded browser task that becomes a reusable skillAn AI agent skill is a reusable package of instructions, resources, and tool guidance for performing a bounded kind of work.. The demonstration illustrates one workflow rather than establishing investment performance or reliability.
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