Implication of AI/ML with respect to Consumer Product Safety
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The document discusses the implications of AI and machine learning in consumer products, emphasizing the transformative potential of connected home technologies. It highlights the importance of ensuring safety and performance through proper assessment, validation, and certification processes for AI/ML products. The document also outlines various applications of AI, from autonomous vehicles to smart home devices, emphasizing personalized consumer experiences.
Implication of AI/ML with respect to Consumer Product Safety
- 1. Implications of AI/ML in Consumer Products Swathi Young CTO, Integrity Management Services, Inc. Women in AI Washington, D.C. Ambassador Forbes Technology Council Member
- 2. Mission “to protect the public from unreasonable risks of injury and death from consumer products.”
- 3. The future – Connected Home
- 4. “AI is the new electricity” – Andrew Ng (Entrepreneur and Co-founder of Google Brain)
- 5. “WoW” experience for Consumers PERSONALIZED IMMERSIVE CONVINIENCE CUSTOMER EXPERIENCE
- 6. 6 “is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans. It is an umbrella term whose sub-fields range from robotics to machine learning.” What is Artificial Intelligence ? The term was coined by John McCarthy in 1956 SPEECH MACHINE LEARNING ROBOTICS VISION NLP
- 7. What is Machine Learning? “AI that uses algorithms that automatically “learns” without being explicitly programmed. Machine learning is the application of AI techniques using statistical methods” Source: NYTimes
- 8. SENSORS WI-FI CONNECTIVITY MICROPROCESSORS REMOTE OPERATIONS SOFTWARE Features of AI/ML Products DATA
- 9. AI driven functional Products AI Toys
- 10. AI driven functional Products Autonomous Vehicle Autonomous Vacuum Cleaner
- 11. OPTIMIZE PERFORMANCE in REAL TIME PROVIDE a PERSONALIZED EXPERIENCE PROVIDE a PERSONALIZED EXPERIENCE REMOTE OPERATIONS of PRODUCTS IMPLICATIONS OF AI/ML Products
- 12. 5 3 Assessment/ declaration of AI/ML products 4 2 1 Review products for AI/ML features/ functionality Ready for test/certification Validation Inputs/Outputs/ Certify Certification renewal on updates / period of time STEPS FOR VALIDATING AI/ML PRODUCTS/FUNCTIONALITY
- 13. 13 IntegrityM.com LinkedIn and Twitter @Swathiyoung The AI/ML Show THANK YOU!
Editor's Notes
- #6: Consumer Products want to ‘wow’ customer as they demand bigger, better, personalized functions, and provide a delightful user experience.