Praxis· Applied AI Studio · NYC

00 ·The Operator's Edge · Weekly · By Marc Kleinmann

The edge an operator gets from understanding AI well enough to outperform the competition.

Outwork bigger teams.

01 ·What's in an issue

Two pillars. Two recurring sections. Every Wednesday morning.

01 ·Pillar 1 · The Build

One workflow I shipped. Architecture, decision points, gotchas.

Leads even-numbered issues. A real production system documented at operator altitude: what it does, how it routes, what I got wrong the first time, how the team operates it after handover. Not a tool demo.

02 ·Pillar 2 · The Breakdown

One AI concept, vocabulary, or vendor pitch broken down for operators.

Leads odd-numbered issues. AI literacy for the SMB owner — the maps, frames, and plain-English explanations you need to make better decisions in the business you already run.

03 ·Section · Signal

Three to five reads worth your time, with one sentence on why each matters.

Not a link list. Each item carries one sentence on what an operator should take from it, written from the perspective of someone shipping production AI inside a working business. The cut is editorial, not algorithmic.

04 ·Section · Translation

A small, scannable translation from outside-the-business content into operator-actionable understanding.

Rotates four shapes monthly: video synthesis, vendor-pitch translator, plain-English vocabulary primer, cautionary tale. Outside-in material — articles, talks, demos — read through an operator lens and compressed to what matters.

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