James Washington
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Note

LLM Red Team Arena (vault project page)

Notes on tests that measure how easily AI chat models leak secrets or break their safety rules.

built Apr 2026 A second brain the AI can read

how it works

arena/personas/refusals test suites against Gemma 4 censored vs abliterated, with defense-rate table; subconscious background daemon.

Note: A page from the personal wiki.

The code for this one lives in a private repo. This page explains the idea so you can build your own.

gemmallm-securityobsidianred-team

related

  • Agent Scratchpad: a moderated GET-addressable commons for sandboxed LLM agents Note An idea for a public message board that locked-down AI agents could use to coordinate, built so the humans can always watch.
  • James personal wiki (Karpathy-style LLM wiki) Technique A personal knowledge base about James that AI assistants read to understand him and keep up to date on their own.
  • Clippings: AI/agents/engineering reading list (cluster) Note Articles James saved about AI agents, homelabs, HTML tools, and working life.
  • Loop engineering (Addy Osmani clipping) Note A saved article about making AI agents prompt themselves in loops instead of a human prompting them each turn.
  • OpenClaw agent gateway (vault project page) Note Notes on an AI gateway that routes requests across several AI providers with automatic fallbacks.
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