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Accelerating scope 3 emissions accounting: LLMs to the rescue

IBM Journey to AI blog

This article explores an innovative way to streamline the estimation of Scope 3 GHG emissions leveraging AI and Large Language Models (LLMs) to help categorize financial transaction data to align with spend-based emissions factors. Why are Scope 3 emissions difficult to calculate?

ESG 238
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How AI is helping companies meet sustainability goals

IBM Journey to AI blog

Discover the current and emerging use cases for AI in waste management, optimization, energy reduction and ESG reporting. It’s a time-consuming process to collect relevant information and produce ESG reports. A company could combine purchase order information with a supplier’s ESG report.

ESG 231
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Generate financial industry-specific insights using generative AI and in-context fine-tuning

AWS Machine Learning Blog

In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific language. This is done by providing large language models (LLMs) in-context sample data with features and labels in the prompt. xxxx ESG USD High Yield (DR) UCITS ETF - Dist 4.

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The executive’s guide to generative AI for sustainability

AWS Machine Learning Blog

Organizations are facing ever-increasing requirements for sustainability goals alongside environmental, social, and governance (ESG) practices. Within this context, you can use generative AI to advance your organization’s ESG goals. The typical ESG workflow consists of multiple phases, each presenting unique pain points.

ESG 128
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What CIOs and CTOs should consider before adopting generative AI for application modernization

IBM Journey to AI blog

Hybrid cloud allows them to take advantage of powerful open-source large language models (LLMs), use public data and computing resources to train their own models and securely fine-tune their models while keeping their proprietary insights private.

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Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model

AWS Machine Learning Blog

In this post, we showcase an application that can search and query across financial news in different languages using Cohere’s Embed and Rerank models with Amazon Bedrock. He helps organizations address their business needs through the deployment of large language models.

ESG 128
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Even More Demo Sessions Coming to ODSC East to Help You Build AI Better

ODSC - Open Data Science

First, you’ll examine the sell-side analyst coverage networks’ two use cases, then turn your attention to the role board networks play in the ESG outcomes of corporations. MLOps 2.0 — From Research-Centric to Production First Yuval Fernbach|Co-founder & CTO|Qwak Join this session to learn more about MLOps.