to be honest wasn't much surprised cause of the current situation like frontier models being so expensive and the models like opus consuming way much more tokens you just can't justify any of that. this token math is just so damned right now :(

same here! using ai a lot lately for learning, understanding and most of all this questioning my knowledge. after a careful amount of thinking I really felt like we could have proper context and make it work in a structured manner rather than describing it everytime for everything. what I'm building is still in real early stages and would love to walk you through that. here's the link https://socratix-nine.vercel.app. you can reach out to me janduaditay@gmail.com for any feedback or any problem you're facing with the platform :)

sure, imma use it and let you know via mail (aegira.dev@gmail.com)

what about the process of learning? would love to know your process how you learn and manage that part? how could that phase be enhanced or the experience of learning could be made better?

would love to know your thoughts :)

To be honest job boards have become a joke. Like they post jobs there you apply and either you don't hear at all or a rejection mail and this happens everywhere on each board.

Socratix (https://socratix-nine.vercel.app) - an AI tutor which constructs a curriculum as a DAG of prerequisite concepts, and unlocks the next concept only after you've proven your knowledge of the former concept by practicing, diagnostic, and now verbal examination through voice by an AI examiner who challenges you to justify yourself vocally.

Recently just shipped that feature which makes it significantly more difficult to fake knowledge when you have to vocally explain your thoughts rather than choose an answer. The rest of the week was spent on some uninteresting things like debugging a bug and moving off from an outdated build tool which incorrectly resolved to a different version of Node.

Not sure if anyone shares my opinion but oral examination as a measure to verify knowledge seems to be underestimated in comparison with quizzes.

Constructing Socratix - a smart-learning educational tool that transforms any subject into a personalized knowledge graph based on curriculum, and even tests your understanding via practice questions, quizzes, and an AI voice defense mechanism. https://socratix-nine.vercel.app

What is amazing is the amount of consideration given to an issue which would escape the majority of users. It is surprising how complex an apparently easy process turns out when considering certain special cases.