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AI Advance 2: AI Data, Feedback, and Optimizations
Self-Optimizing Infrastructure for Global Personal Growth
(2:10 reading time)
AI Pain Point:
AI’s reliability issues arise because scientists do not understand and cannot explain how LLMs work, using AI’s open output poisons AI training causing model collapse, and there is insufficient new high quality AI training data.
Expandiverse IP Advance:
Expandiverse IP’s data lifecycle continuously optimizes AI assistance with visible “quantitative funnels” that use real-world interactions to optimize content, choices, and solutions — continuously improving accuracy, safety, and quality.
The Big Idea:
Expandiverse IP continuously enhances the content and choices that AI presents privately across a user’s devices, learns from their interactions, and clearly reports each user’s progress toward their goals.
How does Self-Optimization work? Expandiverse IP’s quantitative funnels enhance AI with anonymous data from real interactions, to continuously improve content and choices for user goals, increasing real-time speed, personalization, and effectiveness.
What’s the Difference? This approach employs low-cost computing lookups of proven “best solutions” instead of generating new uncontrollable AI responses. This personalizes the AI experience across devices and accelerates its real-time speed — while growing its accuracy, safety, and user satisfaction.
aI's next level:
Here’s how Active Knowledge drives real-time insights and user empowerment:
The Big Picture: Expandiverse IP transforms AI into a scalable people-first platform, driving personal and global growth.
Monetization:
Struggling with unreliable AI data? Expandiverse IP’s data lifecycle turns this problem into new revenue streams by aligning AI solutions with users’ personal goals, to turn user choices into transactions:
Scenarios:
Explore the broad potential of real-world data impacts on the climate crisis:
The Bottom Line:
Integrating Expandiverse IP enables AI providers to solve data challenges and reduce AI costs, by helping lift billions daily — kick-starting a Global AI Renaissance.
Connect with us today to explore how Expandiverse IP can transform AI data challenges into new revenue streams with global opportunities.
For more on the Expandiverse IP quantitative process, see the AI Revenues page.
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Personal Goals
Dan Abelow,
Expandiverse Innovator and Founder
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