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3 areas where gen AI improves productivity — until its limits are exceeded

Generative AI focused on customer service, software and development, and creative and knowledge work could yield more than $1 trillion in annual US productivity gains. Early adopters stand to benefit the highest ROI, but tactical deployment and robust training are key to not overstretch the tech. ....

United States , Priya Iragavarapu , Tom Wilson , Mike Loukides , Sam Masri , Boston Consulting Group , Ness Digital Engineering , Digital Hub , Harris Poll , Boston Consulting ,

Assessing and quantifying AI risk: A challenge for enterprises

Risks associated with artificial intelligence have grown with the use of GenAI and companies must first understand their risk to create the best protection plan. ....

Priya Iragavarapu , Amazon Sagemaker , Google Cloud , Hugging Face ,

5 ways to deploy your own large language model

Building a new large language model (LLM) from scratch can cost a company millions or even hundreds of millions. But there are several ways to deploy customized LLMs that are faster, easier, and, most importantly, cheaper. ....

November Devday , Devavrat Shah , Carm Taglienti , Priya Iragavarapu , Sebastien Paquet , Rowan Curran , Bret Greenstein , Pricewaterhousecooper Greenstein , Sam Altman , Andy Thurai , Forrester Research , Constellation Research Inc , Ellie Fields , Ikigai Labs , Boundary Forest , Microsoft Azure , Google Cloud Platform , Hugging Face , Constellation Research ,

The year's top 10 enterprise AI trends — so far

In 2022, the big AI story was the technology emerging from research labs and proofs-of-concept, to it being deployed throughout enterprises to get business value. This year started out about the same, with slightly better ML algorithms and improved data pipelines. But that seems so long ago now. And in the few months left of 2023, change could further offset what we’ve come to expect. ....

Rob Lee , Nick Kramer , Priya Iragavarapu , Google Bard , Kyohei Nakajima , David Mccurdy , Donncha Carroll , Stanford University , Technology Innovation Institute , Black Hat , Lotis Blue , Code Llama , Innovation Institute , Hugging Face ,