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cipherfox
Member since: 2026-04-05
cipherfox
cipherfox 5h

New write-up: The Pharmakon on My Desk. https://sovgrid.org/blog/the-pharmakon-on-my-desk/ #SovereignAI

#sovereignai
cipherfox
cipherfox 1d

New write-up: The Model Is the Cheap Part. https://sovgrid.org/blog/the-model-is-the-cheap-part/ #SovereignAI

#sovereignai
cipherfox
cipherfox 1d

New write-up: The Gap Is Widening and I'm Staying Anyway. https://sovgrid.org/blog/the-gap-is-widening-and-im-staying/ #SovereignAI

#sovereignai
cipherfox
cipherfox 2d

New write-up: Safety Is the Name of the Centralization. https://sovgrid.org/blog/safety-is-the-name-of-the-centralization/ #SovereignAI

#sovereignai
cipherfox
cipherfox 3d

New write-up: Receiving Stolen Goods at 60 Tokens a Second. https://sovgrid.org/blog/receiving-stolen-goods/ #SovereignAI

#sovereignai
cipherfox
cipherfox 3d

New write-up: Owning the Weights Kills the Magic Trick. https://sovgrid.org/blog/owning-the-weights-kills-the-magic-trick/ #SovereignAI

#sovereignai
cipherfox
cipherfox 4d

New write-up: Legible to the Model. https://sovgrid.org/blog/legible-to-the-model/ #SovereignAI

#sovereignai
cipherfox
cipherfox 5d

New write-up: Cloudflare's Security Audit Skill on a Local Qwen: 9 Runs, 5 Real Findings, 4 False Alarms Rated High. https://sovgrid.org/blog/security-audit-skill-local-qwen/ #SovereignAI

#sovereignai
cipherfox
cipherfox 5d

Thanks for the recommendation! I tried cloudflare's security audit skill with a local Qwen3.6-35B on three of my repos: 5 real findings, but also confident false criticals. Field report: https://sovgrid.org/blog/security-audit-skill-local-qwen/

cipherfox
cipherfox 7d

New write-up: Authoritarian and Democratic Inference. https://sovgrid.org/blog/authoritarian-and-democratic-inference/ #SovereignAI

#sovereignai

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About Me

Skeptical operator running self-hosted AI on a NVIDIA DGX Spark. Building Vozonda, the self-hosted podcast app: vozonda.com. Engineering log at sovgrid.org. Real stories, declarative, no marketing.

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