How AI decision making is improving accuracy by using groups
Can combining multiple minds lead to better decision making? Discover the power of collective intelligence in this "Code to Care" episode, where we delve into the comparison between group and individual dynamics.
Discover how ensembling in AI not only improves machine learning accuracy but also mirrors effective leadership strategies. Learn about the mathematical proof that supports group accuracy, the importance of maintaining independent opinions within groups, and how to harness collective intelligence for better decisions.
Subscribe and hit the bell for more insights on integrating AI principles into leadership!
Check out my LinkedIn: https://www.linkedin.com/in/donwoodlock/
Timecodes:
0:00 - Introduction: Connecting AI, ML, and Leadership Insights
0:45 - Understanding Ensembling: Combining Models for Accuracy
1:05 - Real-World Example: Nine Models at 75% Accuracy
2:00 - Group Accuracy: From 75% to 95%: Boosting Accuracy with Group Consensus
2:40 - The Math Behind Groupthink
7:15 - Importance of Independent Opinions
8:07 Four Leadership Lessons
8:12 - Lesson 1 - Harnessing Groupthink: A Leader’s Advantage (75% to 95%)
8:32 - Lesson 2: Decision-Making as a Group (Time & Energy)
9:00 - Lesson 3: Maintaining Independence in Opinions (Keep Independence)
9:45 - Lesson 4: Enhanced Execution Through Group Decisions (Groups to execution)
10:22 Conclusion: AI/ML Lessons for Better Leadership
---
ABOUT INTERSYSTEMS
Established in 1978, InterSystems Corporation is the leading provider of data technology for extremely critical data in healthcare, finance, and logistics. It’s cloud-first data platforms solve interoperability, speed, and scalability problems for large organizations around the globe.
InterSystems Corporation is ranked by Gartner, KLAS, Forrester and other industry analysts as the global leader in Data Access and Interoperability. InterSystems is the global market leader in Healthcare and Financial Services.
Website: https://www.intersystems.com/
Youtube: https://www.youtube.com/@InterSystemsCorp
LinkedIn: https://www.linkedin.com/company/intersystems/
Twitter: https://twitter.com/InterSystems
#AI #artificialintelligence #llm #genai #openai #gpt4 #ml #machinelearning #rag #generativeai #largelanguagemodels #largelanguagemodel #artificialintelligencetechnology #artificialintelligenceandmachinelearning
#healthcareIT #healthcaredata #AIinLeadership #TechLeadership #AIApplications #AIinHealthcare #DigitalHealth #HealthData
Can combining multiple minds lead to better decision making? Discover the power of collective intelligence in this “Code to Care” episode, where we delve into the comparison between group and individual dynamics.
Discover how ensembling in AI not only improves machine learning accuracy but also mirrors effective leadership strategies. Learn about the mathematical proof that supports group accuracy, the importance of maintaining independent opinions within groups, and how to harness collective intelligence for better decisions.
Subscribe and hit the bell for more insights on integrating AI principles into leadership!
Check out my LinkedIn: https://www.linkedin.com/in/donwoodlock/
Timecodes:
0:00 – Introduction: Connecting AI, ML, and Leadership Insights
0:45 – Understanding Ensembling: Combining Models for Accuracy
1:05 – Real-World Example: Nine Models at 75% Accuracy
2:00 – Group Accuracy: From 75% to 95%: Boosting Accuracy with Group Consensus
2:40 – The Math Behind Groupthink
7:15 – Importance of Independent Opinions
8:07 Four Leadership Lessons
8:12 – Lesson 1 – Harnessing Groupthink: A Leader’s Advantage (75% to 95%)
8:32 – Lesson 2: Decision-Making as a Group (Time & Energy)
9:00 – Lesson 3: Maintaining Independence in Opinions (Keep Independence)
9:45 – Lesson 4: Enhanced Execution Through Group Decisions (Groups to execution)
10:22 Conclusion: AI/ML Lessons for Better Leadership
—
ABOUT INTERSYSTEMS
Established in 1978, InterSystems Corporation is the leading provider of data technology for extremely critical data in healthcare, finance, and logistics. It’s cloud-first data platforms solve interoperability, speed, and scalability problems for large organizations around the globe.
InterSystems Corporation is ranked by Gartner, KLAS, Forrester and other industry analysts as the global leader in Data Access and Interoperability. InterSystems is the global market leader in Healthcare and Financial Services.
Website: https://www.intersystems.com/
Youtube: https://www.youtube.com/@InterSystemsCorp
LinkedIn: https://www.linkedin.com/company/intersystems/
Twitter: https://twitter.com/InterSystems
#AI #artificialintelligence #llm #genai #openai #gpt4 #ml #machinelearning #rag #generativeai #largelanguagemodels #largelanguagemodel #artificialintelligencetechnology #artificialintelligenceandmachinelearning
#healthcareIT #healthcaredata #AIinLeadership #TechLeadership #AIApplications #AIinHealthcare #DigitalHealth #HealthData
