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RE: LeoThread 2025-01-16 13:03

in LeoFinance3 months ago

Decentralized AI is the only path to ethical and transparent data collection

As AI is changing industries, data is more important than ever. But here’s the thing: the centralized systems we use today come with big ethical problems. From privacy breaches to monopolistic control, centralized data collection is a world of mistrust and opacity.

If we really want AI to be ethical and transparent, we need a new way. That’s where decentralized AI comes in—a game changer for collecting, managing, and using data ethically and fairly. Centralized systems have been the backbone of AI. Big companies hoard huge amounts of data to train their algorithms, but often with little transparency. This creates big problems. For one, privacy takes a hit.

#data #ai #decentralization #transparency #federatedlearning

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Think of all those data breaches you’ve heard about—like the Facebook-Cambridge Analytica scandal. These breaches expose the weaknesses of centralized systems and leave users with no control over their own data.

Then there’s the concentration of power. A few tech giants hold the keys to most of the data and can, therefore, control AI innovation and shut out smaller players. This stifles creativity and puts a lot of decision-making power in the hands of a select few.

Also, let’s not forget the dodgy data practices hidden in the fine print. Most users have no idea how their data is being collected or used, and so trust in the whole system erodes.