ZENOUZ.ai — R&D briefs and writingResearch and development briefs on agentic AI, governance, robotics, and forecasting by Kayvan Zenouz.https://zenouz.ai/Can three models argue their way to a better investment decision?https://zenouz.ai/writing/zeninvest-agentic-committee/https://zenouz.ai/writing/zeninvest-agentic-committee/ZenInvest is an open, agentic investing system where Claude, GPT-4o, and Gemini debate every idea — and deterministic Python keeps final veto power over capital. It currently runs on a paper-trading account, so no real money is at risk.Tue, 07 Jul 2026 00:00:00 GMTZenInvestIndependent InnovationCan an agent get better without changing its weights?https://zenouz.ai/writing/zenarena-governed-memory/https://zenouz.ai/writing/zenarena-governed-memory/ZenArena puts one of agentic AI's favourite claims — that memory makes agents better — under a falsifiable test, using chess and a Stockfish truth signal to measure whether governed memory beats remembering everything.Tue, 07 Jul 2026 00:00:00 GMTZenArenaResearch & EducationAgents advise, actuaries decide: an AI pricing engine a regulator could readhttps://zenouz.ai/writing/zenrate-agentic-pricing/https://zenouz.ai/writing/zenrate-agentic-pricing/ZenRate wraps a deterministic actuarial core in a layer of collaborating AI agents — where exactly one agent holds a veto, every decision is recorded bi-temporally, and the compliance paperwork falls out of the architecture.Tue, 07 Jul 2026 00:00:00 GMTZenRateIndependent InnovationForecasting as a loop, not a number on a slidehttps://zenouz.ai/writing/zenforecast-agentic-forecasting/https://zenouz.ai/writing/zenforecast-agentic-forecasting/ZenForecast is an open-source, governance-first Python framework that treats forecasting as a continuous predict → decide → act → learn loop — with interchangeable models, leakage-free backtesting, and an audit trail behind a single API.Tue, 07 Jul 2026 00:00:00 GMTZenForecastResearch & VisionMeasure before you build: a sandbox for de-risking agentic AIhttps://zenouz.ai/writing/zenlab-agentic-sandbox/https://zenouz.ai/writing/zenlab-agentic-sandbox/ZenLab is an offline-first research monorepo spanning 21 AI/ML topics across 10 tracks — a place where agentic techniques must earn their way into production designs through experiments instead of hype.Tue, 07 Jul 2026 00:00:00 GMTZenLabResearch & EducationProve it in physics first: a digital twin for a canal-cleaning robothttps://zenouz.ai/writing/stitch-digital-twin/https://zenouz.ai/writing/stitch-digital-twin/Stitch is a simulation-first digital twin of an autonomous, wildlife-safe, amphibious litter-collection robot — a six-package ROS 2 / Gazebo system that must pass its full mission in simulated physics before a single part is bought.Tue, 07 Jul 2026 00:00:00 GMTStitchIndependent InnovationA job-search co-pilot that refuses to make things uphttps://zenouz.ai/writing/zengrowth-grounded-applications/https://zenouz.ai/writing/zengrowth-grounded-applications/ZenGrowth scores senior AI and data-science roles with an explainable expected-value formula and drafts applications grounded in verified evidence — locally, auditably, with hard gates against fabricated claims.Tue, 07 Jul 2026 00:00:00 GMTZenGrowthIndependent Innovation