Futures

Challenges and Concerns in Adopting Generative AI, from (20231230.)

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Summary

This text discusses the current state of generative AI (GenAI) and the challenges and concerns faced by executives in adopting it. While there is immense potential for GenAI to boost productivity and GDP growth, many executives are still hesitant to incorporate it into their operations due to concerns about the practicality and implications of the technology. The top concerns include limited traceability, potential poor decision making, data security, and lack of skills. However, there are ways to address these concerns, such as establishing transparency through meticulous data recording and implementing robust data encryption. Companies also need to overcome challenges related to strategic planning, governance, and talent scarcity. Despite the concerns, executives have confidence in the ROI potential of GenAI and the availability of data. The text emphasizes the importance of asking the right questions and building GenAI capabilities throughout the organization to successfully navigate the disruptive potential of GenAI.

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Signals

Signal Change 10y horizon Driving force
Generative AI adoption facing skepticism and challenges Adoption of GenAI technology Increased integration and successful implementation Concerns over practicality and implications
Concerns about limited traceability and data security Mitigation of concerns and improved transparency Improved recording of data and encryption measures Worries about potential bad decision making
Lack of strategic roadmap and talent scarcity Alignment of objectives and upskilling employees Strong governance framework and cross-functional teams Challenges in investment priorities and skills
Optimism about GenAI ROI potential and data quality Confidence in funding and availability of data Incentive to overcome challenges and concerns Belief in potential business value and ROI
Pioneers in technology, media, and telecommunications Focus on GenAI maturity and strategic direction Fertile ground for trailblazing initiatives Desire for innovation and success in the market

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