#auditability — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #auditability, aggregated by home.social.
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CareFabric: A Blueprint for Healthcare Interoperability
The CareFabric model proposes a new approach to healthcare interoperability, emphasizing clinical coordination rather than simply integrating existing systems. It aims to address the fragmentation in healthcare information by creating a federated clinical exchange where government plays a role as a trust tracker rather than a central data holder. This model preserves organizational autonomy while enabling selective data exchange and robust governance. The architecture incorporates a national control plane and a federated data plane, ensuring secure real-time communication. CareFabric emphasizes the importance of patient identity, metadata management, and AI governance to enhance operational efficacy while keeping financial processes out of scope.https://roofman.me/2026/04/18/carefabric-a-blueprint-for-healthcare-interoperability/
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CareFabric: A Blueprint for Healthcare Interoperability
The CareFabric model proposes a new approach to healthcare interoperability, emphasizing clinical coordination rather than simply integrating existing systems. It aims to address the fragmentation in healthcare information by creating a federated clinical exchange where government plays a role as a trust tracker rather than a central data holder. This model preserves organizational autonomy while enabling selective data exchange and robust governance. The architecture incorporates a national control plane and a federated data plane, ensuring secure real-time communication. CareFabric emphasizes the importance of patient identity, metadata management, and AI governance to enhance operational efficacy while keeping financial processes out of scope.https://roofman.me/2026/04/18/carefabric-a-blueprint-for-healthcare-interoperability/
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CareFabric: A Blueprint for Healthcare Interoperability
The CareFabric model proposes a new approach to healthcare interoperability, emphasizing clinical coordination rather than simply integrating existing systems. It aims to address the fragmentation in healthcare information by creating a federated clinical exchange where government plays a role as a trust tracker rather than a central data holder. This model preserves organizational autonomy while enabling selective data exchange and robust governance. The architecture incorporates a national control plane and a federated data plane, ensuring secure real-time communication. CareFabric emphasizes the importance of patient identity, metadata management, and AI governance to enhance operational efficacy while keeping financial processes out of scope.https://roofman.me/2026/04/18/carefabric-a-blueprint-for-healthcare-interoperability/
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CareFabric: A Blueprint for Healthcare Interoperability
The CareFabric model proposes a new approach to healthcare interoperability, emphasizing clinical coordination rather than simply integrating existing systems. It aims to address the fragmentation in healthcare information by creating a federated clinical exchange where government plays a role as a trust tracker rather than a central data holder. This model preserves organizational autonomy while enabling selective data exchange and robust governance. The architecture incorporates a national control plane and a federated data plane, ensuring secure real-time communication. CareFabric emphasizes the importance of patient identity, metadata management, and AI governance to enhance operational efficacy while keeping financial processes out of scope.https://roofman.me/2026/04/18/carefabric-a-blueprint-for-healthcare-interoperability/
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CareFabric: A Blueprint for Healthcare Interoperability
The CareFabric model proposes a new approach to healthcare interoperability, emphasizing clinical coordination rather than simply integrating existing systems. It aims to address the fragmentation in healthcare information by creating a federated clinical exchange where government plays a role as a trust tracker rather than a central data holder. This model preserves organizational autonomy while enabling selective data exchange and robust governance. The architecture incorporates a national control plane and a federated data plane, ensuring secure real-time communication. CareFabric emphasizes the importance of patient identity, metadata management, and AI governance to enhance operational efficacy while keeping financial processes out of scope.https://roofman.me/2026/04/18/carefabric-a-blueprint-for-healthcare-interoperability/
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🧠 New paper
The Grammar of Objectivity
Language models simulate neutrality not by removing bias, but by formalizing it.🔍 Based on 1,500 LLM outputs (medical/legal, 2019–2024)
⚠️ 64 % of medical and 57 % of legal texts flagged🔗 Read / download:
Zenodo: https://doi.org/10.5281/zenodo.15729518
SSRN: https://ssrn.com/abstract=5319520Neutrality is no longer a meaning. It’s a structure.
#AI #LLM #Objectivity #Syntax #CriticalCode #Auditability #LLMTransparency #GrammarOfPower #agustinvStartari #social -
#cybersecurity community, need suggestions :eyes_happy:
At work there are some generic emails like [email protected], [email protected] and so on,
This are all on #Google #GsuiteAll have secure passwords and #twofactorauthentication shared via #bitwarden with people that use them
I still don't like the idea of multiple people accessing the account and reducing the #auditability of who did what, for inbound email I can setup forwarding rules, but for them to send out email they still need to access the actual account, any better way to do it then this?