Robertson points to the shift to "Smooth talking LLMs as causing the value of firsthand answers to grow again, because the answers can serve multiple purposes. When AI can instantly generate polished generic advice, what becomes genuinely scarce are the firsthand answers from real people. A single Mate3 Answer-Set can power AI advocacy campaigns, inform policy work, guide other practitioners, and unlock funding. The answers work at multiple points but come from one individual lived experience at a time. Mate3 networking continues to grow in value through being an assembly line and distribution network that connects individual lived experience directly to stakeholders and resources.
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