1. Inspiration
Our inspiration for "Learn & Earn With Ety.AI" emanates from the glaring gap between the capabilities of present-day educational tools and the predictability of their economic and financial impacts. The symbiotic learning relationship between humans and AI presented a realm worth exploring, particularly in the nuanced field of etymology. We recognized that learning outcomes and efficacy metrics can be radically improved by integrating etymology, mnemonic stories, and AI, especially if these elements are designed to be accessible to young learners. The aspiration to facilitate and valorize learning for all demographics while contributing to the burgeoning ed-tech field ignited our journey with Ety.AI.
2. What it does
Learn & Earn With Ety.AI harnesses the collaborative power of etymology, learning valuation, and AI, providing a multifaceted system where users interact with and enhance mnemonic stories for optimized learning. When a user identifies a crucial learning keyword or phrase, the system intelligently retrieves or crafts a mnemonic story, strategically designed to be digestible by a 7-year-old, ensuring comprehensive accessibility. Furthermore, the system dynamically generates short, TikTok-style videos from mnemonics, providing an engaging multimedia learning experience. Users actively participate by editing, rating, and enhancing mnemonics, progressively refining the learning assets and systematically improving predictive capabilities of educational impacts over successive iterations.
3. How we built it
Ety.AI is built upon a robust foundation of NLP/NLG technologies to intuitively navigate etymological stories and innovative multimedia generation techniques. The user interface is crafted for seamless interaction, facilitating easy input and valuable feedback. We’ve also integrated with Square's link Subscriptions API, Customers API and and Catalog API to establish a "frequent learner" incentive system that allows learners to ear points and merchants to subscribe to udating their profiles the ety's related to their business and products. This not only enables businesses of varying scales to tap into a network effect of learning-based loyalty rewards but also fosters a symbiotic relationship where loyalty rewards can be circulated among businesses and consumers. Moreover, Ety.AI generates quizzes via AI, assessing efficacy, directing learners to additional resources, and progressively honing the system's predictive and adaptive capabilities.
4. Challenges we ran into
Navigating the intricacies and constraints of API usage posed a significant hurdle in our development journey. A notable challenge was the YouTube API’s requirement for an audit and review even though our use-case was solely centered on uploading automated videos to our own account. This not only necessitated a pivot in our strategy but also forced us to delve deeper into alternative methods of video dissemination and management. The necessity to ensure our automated video generation and dissemination remained seamless and user-friendly while adhering to external API constraints was a balancing act of maintaining functionality without compromising user experience or violating usage policies.
Ensuring the AI-generated mnemonics and stories were both educational and adherent to a comprehension level suitable for a 7-year-old also proved to be a fine line to tread, necessitating numerous iterations and feedback loops to refine and perfect.
5. Accomplishments that we're proud of
Aside from successfully integrating etymology, AI, and learning valuation into a singular, impactful platform, we're particularly proud of our integration with Square's Loyalty API. This not only advances our platform's capabilities but also innovatively intertwines learning with tangible, mutually beneficial rewards for businesses and consumers alike. Our system now not only evolves with user interaction but also forms a bridge between learning and commercial incentives, fostering a uniquely impactful educational ecosystem. The auto-generation of engaging, short-form videos from mnemonics, enhancing the user learning experience, and providing a modern, multimedia approach to etymology learning stands as a pinnacle of our accomplishments.
What we learned
- Navigating through the intersection of etymology, AI, and user interaction, we’ve gleaned crucial insights into user behavior, AI limitations, and the multifaceted nature of learning valuation. The crucial role of user-friendly design, the importance of balancing simplicity with depth in educational content, and the potent potential of collective, networked improvement in learning assets were pivotal lessons learned through this journey.
7. What's next for Learn & Earn With Ety.AI
Beyond the continual refinement and expansion of our database and AI capabilities, Ety.AI aspires to deepen our integration with commercial platforms, educational institutions, and potentially other loyalty programs to further proliferate our impact and usability. Exploring additional partnerships, refining our video and quiz generation capabilities, and innovatively expanding our "frequent learner" incentive system will be pivotal in our forward journey. Ensuring our system not only remains a potent tool for individual and collective learning but also a valuable asset for businesses seeking to engage with and reward their customers through learning-based interactions will guide our future development and expansions.
Built With
- angular.js
- firebase
- flask
- google-ai
- palm
- python
- square
- vertex
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