Larry Arnold
AI Researcher | Systems Engineer
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For the Figma Makeathon, I set out to reimagine one of the most dominant interaction patterns online: the comment section.
Stand replaces replies entirely with a continuous agreement spectrum. Users post a single declarative statement, and others respond only by placing themselves on a 0–100 spectrum and selecting a respectful tone. Distribution is hidden until you commit, and position changes are tracked transparently over time.
By removing escalation mechanics and visualizing position instead of argument, the interface itself becomes the intervention. The goal isn’t to moderate behavior. It’s to reshape the structure that produces it.
Built entirely in Figma Make as a fully interactive prototype.
— where you stand matters —
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Red Set ProtoCell is a modular AI safety platform for adversarial LLM evaluation. It pairs a dual-agent attack and analysis system to stress test models for misuse, policy violations, and alignment drift. Built for scalable, repeatable red-teaming and transparent safety auditing.
https://redset.app
https://github.com/Arnoldlarry15/red-set-protocell
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