Private AI
6 articles on private ai
Private AI That Survives an Audit: 7 Controls CISOs Actually Sign Off On
Private AI fails security review when CISOs cannot prove egress, inventory, identity, logging, HITL gates, and incident response. Use this 7-control scorecard to pass — or fund — the gaps.
How Project Cortex Decides Buys and Sells: Multi-Agent Trading Decisions, OpenClaw Orchestration, and Obsidian Memory
No single agent decides the trade. How Project Cortex narrows weather → neighborhood → name, with OpenClaw, Obsidian memory, and a human gate.
From Research Platform to AI Factory: How a Decision System Learns From Its Own Work
Most enterprise AI stops at demos. How a research platform becomes a governed AI factory — propose-deploy rails and lessons that compound.
Human in the Loop AI Is Mostly Theater — Here's What the Real Thing Looks Like
Most human-in-the-loop AI is theater. Real HITL means agents propose, humans deploy, vetoes stick, and audit logs survive diligence.
How to Evaluate Workflows for AI Agents: A Practical Checklist You Can Actually Use
A printable checklist to evaluate AI agent workflows: five scoring dimensions, do-not-automate rules, and a 30-day pilot plan.
The Private AI Imperative: Why Regulated Enterprises Are Abandoning Public AI APIs
Private AI for enterprises is an operating boundary — not a chatbot brand. Why regulated teams leave public APIs, and what real private deployment requires.