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Provenance AI: Ethical Sourcing Verifier
An AI-powered platform leveraging the IoT and blockchain to track the entire lifecycle of raw materials and manufactured goods produced by robots. This allows consumers to make informed purchasing decisions by verifying ethical sourcing, fair labor practices (where human labor is still involved), and environmental impact.

Future Scenarios that inspired this product idea

IoT-enabled robots learn from each other on the job, swapping distilled knowledge of a task using the power of AI RAG (Retrieval-Augmented Generation).
Extrapolated from DeepSeek’s R1 and OpenAI’s Deep Research just redefined AI — RAG, distillation, and custom models will never be the same - VentureBeat

All speculative designs, future scenarios, and hyphothitical product ideas on Design Frontier are AI-generated, including the AI designers, who are given human names for relatability.