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Environmental Cost of AI Models: Carbon Emissions and Water Consumption

Analytics Vidhya

Generative AI models, particularly large language models like GPT-3, have become a major concern due to their significant environmental impact. According to the AI Index Report 2023 by Stanford University, GPT-3 emitted carbon dioxide equivalent to 500 times the emissions of a New York-San Francisco round trip flight in 2022.

Modeling 270
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Model Collapse: An Experiment

O'Reilly on Data

We already see hints of that on GitHub: in February 2023, GitHub said that 46% of all the code checked in was written by Copilot. At some point in the near future, new models will be trained on code that they have written. They reported their results in The Curse of Recursion , a paper that’s well worth reading.

Modeling 224
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Managed services projections increase through 2023

CIO Business Intelligence

In this report, the news about technology investments was surprisingly upbeat. Despite national news about increased costs, economic uncertainty, and more reports of technology firm layoffs, respondents indicated that they were planning to spend more IT budget in 2023, not less. To learn more, visit us here. IT Leadership

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Can LLMs Become Knowledgeable – Impressions from Day 1 At SEMANTiCS 2023

Ontotext

SEMANTiCS 2023 kicked off with a Pre-conference day that offered an awesome lineup of business and academia talks. These delved deep into the transformative potential of Large Language Models (LLMs) and the need for semantic technologies to ensure high-quality training data for these models. Are LLMs Knowledgeable?

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Smarten Augmented Analytics is Named as a Representative Vendor in Gartner® 2023 ‘Market Guide for Augmented Analytics, Published October, 2023!

Smarten

Smarten is pleased to announce that its Smarten Augmented Analytics solution is included as a Representative Vendor in the Market Guide for Augmented Analytics Published October 2, 2023 (ID G00780764). The Smarten solution requires no data science skills, knowledge of statistical analysis or BI expertise.

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Salesforce plans generative AI boost for ESG reporting with Net Zero Cloud

CIO Business Intelligence

Generative AI will soon be everywhere — including in Salesforce’s Net Zero Cloud environmental, social, and governance (ESG) reporting tool. Net Zero Cloud uses data held within the Salesforce platform to help enterprises report on their carbon footprint and manage other social and governance metrics.

Reporting 128
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Generative AI in the Real World: Chip Huyen on Finding Business Use Cases for Generative AI

O'Reilly on Data

O’Reilly’s Generative AI in the Enterprise survey reported that people have trouble coming up with appropriate enterprise use cases for AI. About the Generative AI in the Real World podcast : In 2023, ChatGPT put AI on everyone’s agenda. Why is it hard to come up with appropriate use cases? Consistence, risk, and compliance.