Vault builder
Joined December 2017
- Tweets 3,014
- Following 652
- Followers 708
- Likes 2,376
23 Photos and videos
Iamme retweeted
Sharing inference data across devices/orgs without central trust is still unsolved for most builders.
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Teams need βshare just enoughβ with proof.
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If βinsightsβ require raw data exfiltration, privacy is marketing.
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Iamme retweeted
Privacy isnβt a feature toggle in AI.
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Private-by-design beats βprivacy policyβ every time.
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Iamme retweeted
Central collection breaks the ethos and the user promise.
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Iamme retweeted
AI at the edge isnβt optional. Itβs where privacy lives.
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AI is only as trustworthy as its data pipeline.
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AI trust = data trust.
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Iamme retweeted
PROMPT: Whatβs the one thing your app canβt do without a backend today?
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If your system canβt degrade gracefully, it wonβt survive reality.
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Iamme retweeted
Edge/local is the fastest way to reveal architecture lies.
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The industry didnβt stagnate. It hit an infrastructure ceiling.
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Iamme retweeted
Builders keep re-implementing the same brittle glue.
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Distributed systems arenβt the issue. Missing primitives are.
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Iamme retweeted
In distributed systems, the perimeter dissolves. Trust shifts from networks to data.
π§ββοΈπ§΅π
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Iamme retweeted
If you canβt prove where data came from, you canβt trust downstream decisions.
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Iamme retweeted
At the edge, provenance matters more than performance claims.
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Iamme retweeted
π§ββοΈ POLL: Edge pain that hits first?
12%
A) sync/conflict
48%
B) permissions/policy
15%
C) secrets/rotation
24%
D) audit/provenance
33 votes β’ Final results
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Iamme retweeted
Chaos isnβt a bug at the edge. Itβs the environment.
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