Paving the Cow Paths
Definition
Middle managers aren't failing to understand new technology; they are paving the cow paths on purpose because a redesigned workflow doesn't need a department head.
The Tell
Middle managers aren't failing to understand AI; they are paving the cow paths to protect their empires.
Why it matters
The trap of automating legacy, pre-existing workflows with new technology is actually a defensive HR strategy designed to protect middle-management empires from AI-driven elimination.
From the episode
The note
When a breakthrough technology like AI hits the enterprise, executive leadership expects immediate, exponential productivity gains. Instead, they get a flatline. The standard explanation from consulting firms is that organizations simply need time to adjust, pointing to how early factories just swapped steam engines for electric ones without changing the assembly line. This is a polite lie that ignores basic corporate incentives. In reality, middle managers and operations teams intentionally pave the cow paths. Redesigning a workflow from scratch to leverage AI's actual strengths would reveal that eighty percent of the current steps, and the people supervising them, are entirely redundant. By merely automating the existing, convoluted human processes, managers can check the innovation box for leadership while keeping their headcount, budgets, and empires perfectly intact. This technology lag is not a technical integration error; it is organizational survival. Until leadership stops asking how to make existing departments faster and starts asking what those departments would look like if built today from zero, companies will continue to spend millions to make their legacy bureaucracies run at the speed of light.
In the wild
Receipts from the feed. Not the definition. Proof the fight is real.
- Erik Brynjolfsson noting that early electrification yielded zero productivity gains because factories merely substituted steam engines for electric ones without redesigning the floor plan.
- Consulting firms selling multi-million dollar AI transformation packages that simply map existing human spreadsheets into LLM prompts.
- Corporate HR departments mandating AI safety and alignment committees to oversee tasks that could be fully automated with a single API call.
- Episode: Hard Fork's July 2026 Speculative Parody and the Real-World Friction of AI Proliferation (https://www.youtube.com/watch?v=7-OF8X2h5Hs)
- At first, there was little or no productivity change, little or no employment change, because people were just kind of paving the cow paths.
Gifnotes poster
Related
Sources
FAQ
What does it mean to pave the cow paths in modern business?
It means taking an old, inefficient human workflow and using new technology to automate it exactly as it is, rather than redesigning the entire process to take advantage of what the new technology can actually do.
Why do companies fall into this automation trap?
Because completely redesigning a workflow is risky, disruptive, and directly threatens the jobs of the middle managers who are tasked with implementing the new technology in the first place.
How does this affect the productivity J-curve?
It prolongs the flat part of the curve. Productivity stagnates because companies are spending massive capital on new tech like AI while keeping the old, bloated operational structures that the tech was meant to replace.