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Acemoglu and Restrepo, “The Race Between Machine and Man: Implications of Technology for Growth, Factor Shares and Employment” (2016-05) articulates M02. Introduces a task framework in which automation moves labour-performed tasks to capital while new tasks in which labour has comparative advantage are created; motivated by concerns about robotics and AI. Copy claim link
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Date 2016-05 · publication Wording attested 2017-06. Revision date on the cover of the retrieved PDF; the May 2016 wording was not retrieved. Role Articulation Register (kind of text) Nonfiction Tier Tier 1. NBER working paper (core venue). Scope and limits NBER Working Paper 22252, May 2016, revised June 2017; quoted wording attested from the June 2017 revision, not necessarily the May 2016 original. Published in revised form as AER 2018. The model concerns automation in general; AI is named as one motivating technology.
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The Race Between Machine and Man: Implications of Technology for Growth, Factor Shares and Employment ↗ NBER Working Paper 22252 · 2016-05
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Source excerpt “Our main conceptual innovation is to propose a unified framework in which tasks previously performed by labor are automated, while at the same time other new technologies complement labor” Location in source pdf page 3; section 1 Introduction (printed p. 1)
Machine-checked · 2026-10-14
Source details and check notes Authors Daron Acemoglu; Pascual Restrepo Version Full text (revised version). Current copy retrieved directly on 2026-10-09; no archive capture (Wayback unreachable), so earlier bytes are not authenticated. SHA-256 441d01202afd56ef8002fc24ffc2beb51191741c0b5accb11d2534620dd616b7. Journal version not retrieved. Acemoglu, D., & Restrepo, P. (2018). The race between man and machine: Implications of technology for growth, factor shares, and employment. American Economic Review, 108(6), 1488–1542. https://doi.org/10.1257/aer.20160696 Canonical address Open the canonical source ↗ Accessed 2026-10-09 Language English (en) Attribution Daron Acemoglu, Pascual Restrepo, “The Race Between Machine and Man: Implications of Technology for Growth, Factor Shares and Employment”, NBER Working Paper 22252, 2016-05. Reuse No open redistribution licence asserted. Bibliographic metadata, editorial paraphrases and short attributed quotations (at most 50 words each). Recheck terms before wider redistribution. Check notes Candidate pack passage M02-10 (research/economics-mainstream). The quotation (29 words) matched the retrieved current copy (SHA-256 441d01202afd56ef8002fc24ffc2beb51191741c0b5accb11d2534620dd616b7) in the pack's verification. Re-checked at admission on 2026-10-14 against a copy retrieved that day. Status and meaning Editorial status. Not reviewed by an editor . An exploratory record that no editor has accepted. This status does not say whether a person has read any linked passage. Each evidence record above shows how it was checked.
Relation. A passage of the document meets the proposition’s criterion. The record documents what the text states, in its register (fiction and satire are labelled); it is not evidence that the proposition is true and implies no influence on or from another text.
Date. Cover "May 2016, Revised June 2017". Journal version: AER 108(6), 2018, pp. 1488–1542 (abstract page aer2018-ar). Checked in a current copy; an archive capture was not available, so earlier bytes are not authenticated.
Record ID ec-m02-acemoglu-restrepo-2016-race-between-machine-and-man-a