One of the benefits of the cloud is distilled signals from aggregated data.

· Bits and Bobs 6/23/25
  • One of the benefits of the cloud is distilled signals from aggregated data.
    • For example, location pingbacks can be used to generate a signal of how busy given restaurants are right now.
    • Today, this is typically done by users sharing the entire data stream with an aggregator.
    • The aggregator then does internal processing and distills a high-quality signal from the data that is fully anonymous and can be shared with everyone.
    • But it requires every user trusting the aggregator to not do something nefarious with that data.
    • Also, that aggregate signal is owned by the aggregator.
    • Imagine an alternate model where users can tag their data with policies that are always followed in the system.
    • You could construct a policy that allows users to pool their data into an anonymous process, and the collective of all contributors owns the distilled output.
    • A benefit of this system is no one has to trust any one entity with all of the data.
    • If you can trust that the policies on the data are being followed, everything else flows from it, safely.