Liberalis is where Tim Wilcoxson writes about Applied AI and Security, and essays on technology and society.https://timwilcoxson.com/https://timwilcoxson.com/posts/amodei-prophet-of-doom-or-ai-optimist/https://timwilcoxson.com/posts/amodei-prophet-of-doom-or-ai-optimist/Doom marketing, Machines of Loving Grace, and the limits of a CEO’s optimismThu, 16 Jul 2026 00:00:00 GMTTechnology & Societyhttps://timwilcoxson.com/posts/leanguard/https://timwilcoxson.com/posts/leanguard/A Claude Code plugin that gates every tool call, built on a Lean-verified engine that proves the agent cannot disable its own guard for any policy.Thu, 16 Jul 2026 00:00:00 GMTML/AI & Securityhttps://timwilcoxson.com/posts/threat-modeling-right/https://timwilcoxson.com/posts/threat-modeling-right/Threat modeling is harder than most teams want it to be, so they simplify the model where the work is difficult: it becomes too abstract to support security reasoning, too local to support product-wide analysis, or too stale to match the deployed system.Thu, 16 Jul 2026 00:00:00 GMTML/AI & Securityhttps://timwilcoxson.com/posts/secureflow/https://timwilcoxson.com/posts/secureflow/A GitHub Action that screens feature requests for security, privacy, and GRC risk and routes each one to the right team.Sun, 12 Jul 2026 00:00:00 GMTML/AI & Securityhttps://timwilcoxson.com/posts/memora-mcp/https://timwilcoxson.com/posts/memora-mcp/An experiment wiring Memora, Microsoft Research's memory representation that searches on compact cues and returns detail verbatim, into coding agents over MCP.Sat, 11 Jul 2026 00:00:00 GMTML/AI & Securityhttps://timwilcoxson.com/posts/threat-model-suite/https://timwilcoxson.com/posts/threat-model-suite/A Claude Code suite that threat-models a real system, then checks its own output with a reference-free eval harness.Fri, 10 Jul 2026 00:00:00 GMTML/AI & Security