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Swarm Agents

Abstract: Stateless Swarm Agent Architecture for Scalable, Privacy-Aligned AI This paper proposes a novel agentic architecture rooted in swarm principles, designed to enable scalable, stateless, and ephemeral computation for distributed AI systems. Diverging from traditional multi-agent paradigms that rely on persistent state, inter-agent communication, or shared memory contexts, we introduce a model in which agents function as deterministic, testable microservices. Each agent is instantiated transiently to perform a bounded computation
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Google Preview Reviews

Ever get the Urge to Query your own Name , the results can be interesting . Results will very between queries since results are generative but facts and yes hallucinations too are consistent. What Happens When You Google yourself Google Query: michelle cannon sub-lex medical Google Gemini Response: Michelle Cannon is associated with the Sub-Lex project, where she has explored innovative concepts such as applying frame-based expert systems to healthcare.
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Whales and investors

Whales can scare investors   One Mistake frequent with new Startup’s is to start with a team large enough to cover all their Project goals. A startup starting with a big team is only a good idea if you have a steady stream of funding. Many founders start with whales — large, workflow-driven projects. It’s great to have a good grasp on your ultimate goals, but such whales can scare
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