Climbing the Tower of Babel: Perfecting Machine Translation

Abstract

Language has always been the keystone to understanding. By 2035, technological advancements in machine intelligence and translation hold the promise of dissolving language barriers and finally bringing transparency to this greatest challenge. The citation above, by Professor Patrick Winston, Director of the Artificial Intelligence Laboratory at the Massachusetts Institute of Technology from 1972 to 1997, describes a logical solution to the existential conflict of our time. The citation encompasses the concepts of knowledge, speed in decision-making, and machines with human intelligence. Fundamentally, it is about understanding.2 Taken in a larger view, understanding is relevant not just for our current conflicts, but for all times of conflict and peace, to include humanitarian crises, diplomatic dealings, and routine military operations. In all of these cases, understanding other humans is of paramount importance. As a result, unlocking and deciphering language, and therefore meaning, via perfect machine translation (MT) would be an essential weapon in Americas arsenal.

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Document Details

Document Type
Technical Report
Publication Date
Feb 16, 2011
Accession Number
AD1018617

Entities

People

  • Aras P. Suziedelis

Organizations

  • Air War College

Tags

Communities of Interest

  • Autonomy
  • C4I
  • Energy and Power Technologies
  • Human Systems
  • Materials and Manufacturing Processes
  • Space
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Force
  • Artificial Intelligence
  • Cognitive Science
  • Computational Linguistics
  • Computer Programming
  • Computer Science
  • Computers
  • Human Intelligence
  • Language
  • Linguistics
  • Machine Translation
  • Military Applications
  • Military Science
  • National Security
  • Natural Language Processing
  • War Colleges
  • Warfare

Readers

  • Library and Information Science
  • Military History of the United States in the 20th Century.
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy
  • AI & ML - Machine Translation