Essays about: "sustainability of AI"

Showing result 1 - 5 of 37 essays containing the words sustainability of AI.

1. 1. Utilizing energy-saving techniques to reduce energy and memory consumption when training machine learning models : Sustainable Machine Learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Khalid El Yaacoub; [2024]
   Keywords : Sustainable AI; Machine learning; Quantization-Aware Training; Model Distillation; Quantized Distillation; Siamese Neural Networks; Continual Learning; Experience Replay; Data Efficient AI; Energy Consumption; Energy-Savings; Sustainable ML; Computation resources; Hållbar maskin inlärning; Hållbar AI; Maskininlärning; Quantization-Aware Training; Model Distillation; Quantized Distillation; siamesiska neurala nätverk; Continual Learning; Experience Replay; Dataeffektiv AI; Energiförbrukning; Energibesparingar; Beräkningsresurser;

   Abstract : Emerging machine learning (ML) techniques are showing great potential in prediction performance. However, research and development is often conducted in an environment with extensive computational resources and blinded by prediction performance. READ MORE

3. 2. Modelling Micropollutant Removal Through Ozonation in Wastewater

   University essay from Lunds universitet/Kemiteknik (CI)

   Author : Maximiliano Andrés Oportus Foster; [2023]
   Keywords : Micropollutants; water reuse; wastewater treatment models; ozonation; computer modeling; water and environmental engineering; Technology and Engineering;

   Abstract : Proper management of water resources is a key to climate change adaptation and resilience in modern societies. Adequate treatment of wastewater is essential for ensuring the sustainability of the water cycle and the health of the environment and the ecosystems that inhabit it. READ MORE

4. 3. How Venture Capital Could Use Large Language Models to Screen Sustainability Impact Startups

   University essay from Lunds universitet/Miljö- och energisystem

   Author : Måns Vilhelm Tivenius; Karl-Gustav Elf; [2023]
   Keywords : Large Language Models; Venture Capital; Impact Investing; Prompt Engineering; GPT-4; ChatGPT; Impact; Sustainability; Artificial Intelligence; Startup success; Impact startup; Impact measurement; Screening; AI for good; Technology and Engineering;

   Abstract : This study investigates the potential of large language models (LLMs), such as ChatGPT, to aid venture capitalists in the screening of startups that maximize sustainability impact. To determine the scope that maximizes impact for venture capitalists' and to identify effective screening criteria, the study utilized theoretical research and interviews. READ MORE

5. 4. Corporate-Startup integration: Understanding the types of startups manufacturing corporates are interested in and how to achieve a successful integration

   University essay from Örebro universitet/Institutionen för naturvetenskap och teknik

   Author : Ludvig Cederhage; Ebba Backman; [2023]
   Keywords : CVC; Manufacturing corporates; Startup; Innovation; Digital Transformation; AI; IoT; Digital Twins; Post-acquisition Integration; Corporate-Startup Collaboration.; CVC; Manufacturing corporates; Startup; Innovation; Digital TransformationAI; IoT; Digital Twins; Post-acquisition Integration; Corporate-Startup Collaboration.;

   Abstract : KPMG has recognized that large manufacturing corporates in Sweden are experiencing impaired growth possibilities and have therefore started to turn to startups to help with innovation. Corporates have traditionally focused on growth through product improvement or market expansion but have recently started to shift their focus to acquisitions and partnerships with high potential startups. READ MORE

6. 5. Monitoring Sustainability Performance during the Use Phase of Product-Service Systems

   University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

   Author : Matilda Samuelsson; [2023]
   Keywords : Product-Service System PSS ; Sustainable Business Model; Use Phase; Assessment and Monitoring; Key Performance Indicators KPIs ; Produkttjänstsystem PSS ; Hållbar affärsmodell; Användningsfas; Bedömning och Kontroll; Nyckeltal KPI:er ;

   Abstract : Circular economy (CE) is widely seen as a potential solution to negative impacts caused by thelinear economy; however, companies must integrate CE principles into the business modeldeeper to achieve sustainable development. The Product-Service System (PSS) businessmodel is a potential solution to the superficial implementation of CE due to shifting the focusto delivering functionality rather than ownership. READ MORE