![How LLMs are Shaping Enterprise-Scale Applications](https://www.mitsloanme.com/wp-content/uploads/2024/07/How-LLMs-are-Shaping-Enterprise-Scale-Applications-382x255.jpg)
Data, AI, & Machine Learning
![How LLMs are Shaping Enterprise-Scale Applications](https://www.mitsloanme.com/wp-content/uploads/2024/07/How-LLMs-are-Shaping-Enterprise-Scale-Applications.jpg)
How LLMs are Shaping Enterprise-Scale Applications
By implementing structured frameworks such as AI agents, integrating structured prompts, and incorporating human interaction patterns and guardrails, businesses can navigate LLMs' creative potential while ensuring reliability.
Liji Varghese
Top Data, AI, & Machine Learning from MIT Sloan Management Review Middle East
![How LLMs are Shaping Enterprise-Scale Applications](https://www.mitsloanme.com/wp-content/uploads/2024/07/How-LLMs-are-Shaping-Enterprise-Scale-Applications-382x255.jpg)
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AI and Machine Learning
Avoid ML Failures by Asking the Right Questions
Dusan Popovic, Shreyas Lakhtakia, Will Landecker, and Melissa Valentine
![Expert Insights and Practical Applications from NextTech Summit 2024](https://www.mitsloanme.com/wp-content/uploads/2024/06/Expert-Insights-and-Practical-Applications-from-NextTech-Summit-2024-382x255.jpg)
![Effective Data Management is Key to Unlocking the Middle East’s AI Potential](https://www.mitsloanme.com/wp-content/uploads/2024/06/Effective-Data-Management-is-Key-to-Unlocking-the-Middle-Easts-AI-Potential-382x255.jpg)
More Data, AI, & Machine Learning from MIT Sloan Management Review Middle East
![How LLMs are Shaping Enterprise-Scale Applications](https://www.mitsloanme.com/wp-content/uploads/2024/07/How-LLMs-are-Shaping-Enterprise-Scale-Applications-382x255.jpg)
AI and Machine Learning
How LLMs are Shaping Enterprise-Scale Applications
By implementing structured frameworks such as AI agents, integrating structured prompts, and incorporating human interaction patterns and guardrails, businesses can navigate LLMs' creative potential while ensuring reliability.
Liji Varghese
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AI and Machine Learning
Will AI Help or Hurt Sustainability? Yes
AI has the potential to help address societal problems like climate change, but challenges like high energy consumption threaten to negate its benefits.
Andrew Winston
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Data & Data Culture
How do Middle Eastern Companies Keep the Faith Around Data?
Quality and integrity have become pressing issues as more companies rely on data to support better decisions. From governance to best practices, what should businesses consider in the race to stay ahead?
Keith J Fernandez
![Auditing Algorithmic Risk](https://www.mitsloanme.com/wp-content/uploads/2024/07/Algorithmic-Risk--382x255.jpg)
AI and Machine Learning
Auditing Algorithmic Risk
How do we know whether algorithmic systems are working as intended? A set of simple frameworks can help even nontechnical organizations check the functioning of their AI tools.
Cathy O’Neil, Jake Appel, and Sam Tyner-Monroe
![AI Black Box: Understanding the Hidden Patterns](https://www.mitsloanme.com/wp-content/uploads/2024/07/AI-Black-Box-Understanding-the-hidden-patterns-382x255.jpg)
AI and Machine Learning
AI Black Box: Understanding the Hidden Patterns
Deep underlying regularities in AI reveal predictable trends, empowering informed decision-making.
Liji Varghese
![Redefining User Experience with Ultra Platforms](https://www.mitsloanme.com/wp-content/uploads/2024/06/web-382x255.jpg)
AI and Machine Learning
Redefining User Experience with Ultra Platforms
Focusing on user experiences and making them seamless is our biggest driver, says Abdallah Abu-Sheikh, Founder of Astra Tech & CEO of Botim.
MITSloan ME Editorial
![Avoid ML Failures by Asking the Right Questions](https://www.mitsloanme.com/wp-content/uploads/2024/06/Avoid-ML-Failures-by-Asking-the-Right-Questions-382x255.jpg)
AI and Machine Learning
Avoid ML Failures by Asking the Right Questions
Machine learning solutions can miss the mark when data scientists don’t check their assumptions. Adopting a beginner’s mindset in any domain can help.
Dusan Popovic, Shreyas Lakhtakia, Will Landecker, and Melissa Valentine
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AI and Machine Learning
Expert Insights and Practical Applications from NextTech Summit 2024
The NextTech Summit 2024 focused on practical applications of advanced AI, its transformative potential and highlighted the importance of safety and collaboration in leading with emerging technologies.
Liji Varghese
![Effective Data Management is Key to Unlocking the Middle East’s AI Potential](https://www.mitsloanme.com/wp-content/uploads/2024/06/Effective-Data-Management-is-Key-to-Unlocking-the-Middle-Easts-AI-Potential-382x255.jpg)
Data & Data Culture
Effective Data Management is Key to Unlocking the Middle East’s AI Potential
As MENA enterprises look to profit from advances in artificial intelligence, demand for trusted, secure data has intensified. How can organizations prioritize data integrity and transparency to unlock AI's full potential?
Keith J Fernandez
![Navigating Generative AI's Potential in Your Enterprise](https://www.mitsloanme.com/wp-content/uploads/2024/05/Navigating-Generative-AIs-Potential-in-Your-Enterprise-382x255.jpg)
AI and Machine Learning
Navigating Generative AI's Potential in Your Enterprise
Experts discuss the challenges and opportunities associated with positioning this technology and the critical role of human oversight and education.