episcope

Definition

Two usage patterns. The Centaur divides tasks between human and AI, the Cyborg interleaves them continuously. Both are shapes of the cognitive new deal.

What is at stake

Neither is the correct one. They carry different terms: the Centaur keeps a boundary that can be inspected, the Cyborg trades that boundary for fluency.

Where the word came from

  1. Centaur chessGarry Kasparov, from 1998, human and engine playing as one entity
  2. Two measured usage patternsthe jagged frontier study, 2023

How episcope came to it

The jagged frontier study.

What to watch for

The terms are widely associated with Mollick, who carried them into general circulation, though he is third author on the paper that measured them. The paper is the source.

Papers behind it

Dell'Acqua, F., McFowland III, E., Mollick, E., Lifshitz-Assaf, H., Kellogg, K., Rajendran, S., Krayer, L., Candelon, F., & Lakhani, K. R. (2026). Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality. Organization Science, 37(2).

Peer reviewedFirst circulated as Harvard Business School working paper 24-013, in 2023.

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