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How startups can use generative AI from ideation to implementation | TechCrunch

Nov 08, 2023 - techcrunch.com
The article discusses the impact of generative AI technologies like ChatGPT on businesses, highlighting both the opportunities and challenges they present. The technology has the potential to drive a $7 trillion increase in GDP and boost global productivity by 1.5%, but it also presents issues such as data errors and "hallucinations" that can lead to lost revenue and mistrust in the technology, particularly in sectors like investment management.

To harness the power of generative AI, the article suggests a phased approach. This involves a thorough examination of use cases, infrastructure needs, goals, and next steps. It emphasizes the need for R&D and go-to-market teams to innovate responsibly and efficiently, and to consider the far-reaching consequences of AI on business workflows and customer products.

Key takeaways:

  • Generative AI, such as ChatGPT, is set to drive a $7 trillion increase in GDP and boost global productivity by 1.5%, reimagining business priorities for decades to come.
  • While generative AI technologies have opened the door to breakthrough thinking, they also present challenges such as the 'hallucination' problem, which can lead to data errors.
  • Data errors in areas like investment portfolios could lead to lost revenue, missed regulatory filings, and a complete distrust of the technology.
  • Technologists can unlock the potential power of generative AI by taking a phased approach, examining use cases, infrastructure needs, goals, and next steps.
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