Observed Signal · Feb 13, 2023 · Research & Analysis · Source: Trending Topics · Impact: 2/5 · Sentiment: Negative
AI Arms Race Could Multiply Search Engines' CO2 Emissions
The article reports on environmental concerns surrounding the generative AI arms race among tech giants. Microsoft is integrating OpenAI's ChatGPT into its search offering to challenge Google, which is developing its own AI application Bard, while Baidu is working on a similar system. Experts warn that adding generative AI to search could significantly increase energy consumption and CO2 emissions. A research analysis estimated that training GPT-3 consumed about 1,287 MWh and caused more than 550 tonnes of CO2 equivalent emissions. Martin Bouchard, co-founder of QScale, estimates that generative AI integration will require four to five times more computing power per search. Data centers already account for around 1% of global greenhouse gas emissions, according to the International Energy Agency. Microsoft has pledged carbon neutrality by 2050 and plans to buy 1.5 million tonnes of emission certificates, while Google targets net-zero emissions by 2030.
Highlights significant environmental sustainability concerns of generative AI in search, potentially influencing infrastructure investment, regulation, and sustainability decisions across the AI and AdTech ecosystem.
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Key Takeaways & Evidence Grounding
- Microsoft is using OpenAI's ChatGPT to compete with Google in search, while Google develops Bard and Baidu works on a similar AI.
- A research analysis estimated that training GPT-3 consumed about 1,287 MWh and generated more than 550 tonnes of CO2 equivalent.
- Martin Bouchard, co-founder of QScale, estimates generative AI integration will require at least four to five times more computing power per search.
- The International Energy Agency states data centers are responsible for about 1% of global greenhouse gas emissions.
- Microsoft committed to carbon neutrality by 2050 and plans to buy 1.5 million tonnes of emission certificates; Google aims for net-zero emissions by 2030.
Connected Companies & Entities
5 Entities mapped“Microsoft is using ChatGPT to attack Google and has committed to carbon neutrality by 2050....”
“OpenAI's ChatGPT is the language model used by Microsoft; OpenAI has not disclosed computing costs....”
“Google is countering with its own application Bard and has committed to net-zero emissions by 2030....”
“Chinese Google counterpart Baidu is working on a similar AI....”
“Hugging Face conducted an estimate of LLM emissions....”
Ontology Mapping & Concepts
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