Jonathan Gardner
  • Home
  • About
  • Contact
  • Resume
  • j.AI
Sign in Subscribe

Intent Engineering

A collection of 3 posts
Abstract translation mechanism transforming organic shapes into precise geometric forms, representing the encoding of organizational goals into machine-actionable objectives
AI Governance Featured

Goal Translation Infrastructure: Encoding What Your Organization Actually Wants

Your Capability Map says a workflow is Agent Ready. Now what does the agent optimize for? OKRs were designed for humans. Agent Actionable Objectives are the translation layer that's been missing.
10 Mar 2026 9 min read
Strategic map showing workflow zones divided by AI autonomy level
AI Governance Featured

The Organizational Capability Map: Deciding What Your AI Agents Should Actually Own

Most AI deployments fail not because the technology doesn't work, but because nobody decided which workflows agents should actually own. The Organizational Capability Map is a framework for making that call.
03 Mar 2026 10 min read
The Intent Gap: Why Your AI Agents Are Optimizing for the Wrong Thing
AI Governance Featured

The Intent Gap: Why Your AI Agents Are Optimizing for the Wrong Thing

Klarna's AI agent saved $60M then backfired. The problem wasn't the AI. It was the gap between what agents optimize for and what organizations actually need.
27 Feb 2026 10 min read
Page 1 of 1
Jonathan Gardner © 2026
  • Sign up
Powered by Ghost