While many people may love Anki, you can count me out. I used it extensively during my first 2 years of medical school along with trying physical cards, Quizlet, and even my own custom batch files and macros. I think that it works for a very particular use case, and you need to fully commit to it to get the intended benefits.
My personal belief is that an "adaptive" learning system doesn't just adapt to the spacing effect, but to your study habits, emotional state, learning style, and even the global activity linked to certain concepts. (e.g. If you have a centralized API, you can track which facts learners struggle with and use the algorithms weight those facts for first-time learners). Learning isn't just meant to be something you do in isolation - there is a community aspect and there are endless things you can with a big data approach.
Our goal is to take spaced repetition and this new concept of meta-adaptivity and apply it to the masses, not just the hardcore users. Yeah, it sounds like a fancy vision but we're further along than you'd think. Would love to start a discussion on this and possibly get more manpower on making this a reality. (I dropped my career as a surgeon to make this happen, so we're all-in at this point).
A few references:
1. Dyrbye LN, Thomas MR, Shanafelt TD. Systematic review of depression, anxiety, and other indicators of psychological distress among U.S. and Canadian medical students. Acad Med. 2006 Apr;81(4):354-73. Review. PubMed PMID: 16565188.
2. Beard C, Clegg S, Smith K. Acknowledging the affective in higher education. BRIT EDUC RES J. 2007; 33(2): 235–252
3. Burleson W, Picard R. Affective Agents: Sustaining Motivation to Learn Through Failure and a State of “Stuck”. Social and Emotional Intelligence in Learning Environments Workshop in conjunction with the 7th International Conference on Intelligent Tutoring Systems, Maceio-Alagoas, Brasil. August 31, 2004. http://affect.media.mit.edu/pdfs/04.burleson-picard.pdf
4. Durlak JA, Weissberg RP, Dymnicki AB, Taylor RD, Schellinger KB. The impact of enhancing students' social and emotional learning: a meta-analysis of school-based universal interventions. Child Dev. 2011 Jan-Feb;82(1):405-32. doi: 10.1111/j.1467-8624.2010.01564.x. PubMed PMID: 21291449.