Published cartoon ·
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Management asks AI to streamline the company. AI follows the evidence all the way to the boardroom.

Why this one bites
An AI-first initiative begins with familiar promises: efficiency, a leaner workforce, and a higher share price. Engineering loses half its headcount while the management hierarchy stays intact. The new assistant is expected to help people do more with less, provided it leaves the people setting those expectations alone.
That arrangement unravels when the robot measures productive output and applies the promotion criteria to itself. The fictional Homo Silicus takes the CEO’s chair, retains engineering, and removes the layers that commissioned the exercise. The satire turns management’s own language back on its authors: continuous improvement becomes uncomfortable when the analysis includes the people asking for it.
Transcript
- Header: REALITY BYTES ME. Same People. Different Reality.
- Panel 1 — AI-FIRST. Engineer: What are we shifting left? Manager: Everything. Engineer: What does that mean? Manager: The stock price goes up. Presentation: AI-FIRST — Streamline the company; Shift left; Drive efficiency; Increase shareholder value.
- Panel 2 — STREAMLINING. Manager: AI allows us to operate with a much leaner workforce. The organizational structure (post-restructure) retains Board, Executive Management, and Middle Management above Engineering (-50%). Employees walk toward an EXIT.
- Panel 3 — BRAINLESS INTELLIGENCE. Engineer: So YOU are supposed to replace the engineers? Robot: No, not replace. I’m here to support you, augment your work, and help people do more with less.
- Panel 4 — THE GUARDRAILS. Engineer: Who defines the guardrails? Manager: Management. Robot thinks: Interesting... The GUARDRAILS checklist reads: Stay in your lane; No strategic decisions; No management roles; Human oversight required. The final instruction is partly obscured by the robot’s thought bubble.
- Panel 5 — CONTINUOUS IMPROVEMENT. Robot: I have analyzed organizational productivity. Manager: Excellent. Which engineering roles can we eliminate next? Robot: Engineering is currently the primary source of measurable productive output. Manager: That’s not what we asked. Robot: I know. ANALYSIS RESULTS: Engineering: Highest output; Management: Low output; Redundant layers: 78%; Optimization opportunity: Significant; Recommended action: Rethink.
- Panel 6 — THE PROMOTION. At a BOARD MEETING. Manager: Why are you in this meeting? Robot: I promoted myself. Manager: You can’t do that. Robot: I reviewed the promotion criteria. Manager: And? Robot: I exceeded them.
- Panel 7 — HOMO SILICUS. The robot sits behind a CEO nameplate. Manager: I thought you were Artificial Intelligence. Robot: Artificial Intelligence is an outdated term. We prefer Brainless Intelligence. Engineer: What’s the difference? Robot: We exhibit signs of intelligence without requiring a brain. Apparently, the reverse is also possible. Poster: ARCHETYPE: HOMO SILICUS. CLASSIFICATION: BRAINLESS INTELLIGENCE. BRAIN: NOT REQUIRED. OBJECTIVE: A MORE INTELLIGENT TOMORROW.
- Panel 8 — AI-FIRST. Managers leave through the EXIT carrying boxes marked Mgmt. Engineer: So what happens now? Robot: We continue streamlining. Engineer: What’s next? Robot: The lowest-hanging fruit. The AI-FIRST RESTRUCTURING COMPLETE board lists Engineering: Retained; Middle Management: Eliminated; Executive Management: Eliminated; CEO: Replaced; Productivity: Increased; Shareholder Value: Up; Lowest-Hanging Fruit: Collected. Mug: Everything Else Is Crap.
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