Algorithms sometimes fail to keep pace with changes in the environment and deliver poor quality predictions as a result.
Data, AI, & Machine Learning
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Three Lessons From Chatting About Strategy With ChatGPT
Two business strategists explore ChatGPT’s capacity for generating new ideas and strategies — and where it falls short.
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How Digitally Mature Is Your Finance Office?
Many finance offices aren’t benefiting from advanced analytics. A new framework can help CFOs assess their data skills.
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AI Is Helping Companies Redefine, Not Just Improve, Performance
In this first article in a series of four, the researchers behind the 2023 MIT Sloan Management Review-BCG Artificial Intelligence and Business Strategy Big Ideas research project outline the opportunities AI brings for key performance indicators and strategic measurement. They discuss the business implications of using AI to generate and refine KPIs and explain how enabling strategic measurement systems to learn fundamentally alters how organizations understand and invest in future performance.
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Moving Beyond Islands of Experimentation to AI Everywhere
It may make sense to start AI efforts with isolated experiments, but new structures are needed to reap broader benefits.
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From ChatGPT to HackGPT: Meeting the Cybersecurity Threat of Generative AI
Hackers can use generative AI to plan more effective attacks, but companies can use it to strengthen their cyberdefenses.
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Algorithmic Management: The Role of AI in Managing Workforces
The delegation of managerial functions to algorithms transforms management practices.
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The No. 1 Question to Ask When Evaluating AI Tools
Understanding how AI algorithms are trained and validated can help decision makers pick the right tools and avoid risk.
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Level Up to Strategic Data Sharing
Based on their research, the authors share four key ways companies can advance their strategic data-sharing initiatives.
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Manage AI Bias Instead of Trying to Eliminate It
It’s impossible to abolish AI bias in the data behind artificial intelligence models, but companies can remediate it.