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Build notes · Goh Kun Ming

Research Report on Quantum Computing as Green Technology for AI Model Training

Research · Public project

Apr 2025 – May 2025

Project overview

A literature-based discussion of quantum computing, AI training and sustainability; it is not a measured energy-efficiency benchmark.

A research report exploring quantum computing as a possible green technology for AI training. It examines energy use, cost, technical limits and adoption options through published literature rather than a workload-matched experimental benchmark.

Inside this build

  • Reviewed literature on quantum and classical computing for AI model training.
  • Compared reported energy, infrastructure and cost considerations alongside technical limitations.
  • Organised opportunities and risks through a SWOT analysis and environmental-impact discussion.
  • Connected the report to SDGs 9, 12 and 13.
  • Recommended investigating hybrid and cloud-based adoption while treating sustainability benefits as questions requiring comparable workload evidence.

Source code & links

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