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ownAI focuses on data sovereignty, but faces capability control challenges

ownAI is being developed with a focus on data sovereignty, ensuring all data remains on the user's device. However, the project has not yet achieved capability sovereignty, as model weights are still controlled by a few organizations in specific countries. Future developments aim to enable collaborative model training where participants share minimal data, such as compressed distillates. AI

IMPACT Explores a decentralized approach to AI development, potentially impacting data privacy and control for users.

RANK_REASON The item discusses the development philosophy and challenges of a specific AI project, ownAI, rather than a major industry event.

Read on Mastodon — fosstodon.org →

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ownAI focuses on data sovereignty, but faces capability control challenges

COVERAGE [1]

  1. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    Workshop notes, #4. I wrote down why ownAI exists, and where it is not there yet: Data sovereignty: done. Everything stays on your device. Capability sovereignt

    Workshop notes, #4. I wrote down why ownAI exists, and where it is not there yet: Data sovereignty: done. Everything stays on your device. Capability sovereignty: not done. The weights come from a handful of organizations in a handful of countries. And running an open weights mod…