Paradigm reimagines education around the individual, taking any learning goal and turning it into a step-by-step path that evolves with your progress, helping you move steadily from curiosity to mastery without getting lost.
On "proof of skill": finishing a lesson is just the starting point. The tutor keeps quizzing and re-checking whether a concept has actually landed — again and again, adapting each time — instead of assuming you've got it after one pass.
@henry_habib And for coding it goes deeper: we put you in hands-on environments (think a real virtual machine) and real-world projects where you actually write and run the code yourself. So the proof is in what you can build and solve — not what you've clicked through.
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Congrats on the launch. The adaptive path idea is strong, especially the way the tutor can react to a specific goal or learning context instead of just serving static courseware. I am curious how much control learners have over pacing: can someone choose a structured syllabus-like path, or is the experience mostly generated dynamically as they progress?
@simon_dao you can give it ground truths(syllabus, lecture slides, etc) and have it strictly adapt with those in mind so you still get the most efficient path without losing focus.
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@scoootscooob congrats! How are the steps typically structured? Often times the best way to learn is via action or attempting to complete something that mimics the real thing (like often time just mastering the practice exams and working backwards is typically much more effective than reading the textbook fully). Do the "paths" incorporate efficiencies like that?
@millwiller yes! our agent is going to try to make the path/experience as hands on and relevant as possible so it is not like reading a textbook or watching videos and not understanding what’s actually happening.
I taught myself Flutter and SEO from random YouTube videos and half my time went to figuring out what to learn next instead of actually learning. An adaptive path would have fixed exactly that. What happens when I already know part of a topic, does it test me and skip ahead or does everyone start from zero?
@abdullah_javaid3 it will skip ahead when it realizes that you already mastered those topics and adapt based on that!
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@scoootscooob That is exactly what I wanted to hear, starting from zero every time is what kills most learning tools for me. I will run it on a topic I half know and see how fast it adapts. Thanks Scott.
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This genuinely looks like an exceptional product. I chose a reasonably technical (and probably not hugely mainstream) subject and it created a well structured course for me, with a blend of knowledge and practical walk throughs. As ever with Product Hunt, I am working through today's launches... but this is firmly getting an upvote and I will be coming back. I normally have a comment or query, but everything makes sense so far (I even found how to change the voice, which was my only irritation!)
@martin_tanner This actually made my day, thank you so much! 🥳 Throwing a technical, non-mainstream subject at it is honestly the best stress test there is (generic topics are easy to fake; niche ones aren't), so it means a lot that the structure and the knowledge-plus-hands-on blend held up for you. And ha — glad you found the voice setting; noted that it took a bit of hunting. Thanks for the upvote and for planning to come back — that's the part that really matters to us. See you again soon!
@martin_tanner Since you're clearly the exploring type, here's a little secret 🤫 — try telling the tutor to act like someone. Ask it to be, say, Cardi B and it'll straight-up start rapping 😂 Go give it a shot!
I struggle to tell if I've truly mastered a topic or just memorized it. Does proof of competency address this?
Paradigm
@cemalp7cr We have some tests in the learning path to help you check your competency.
Congrats on the launch! Are you guys diagnosing weakness passively from what I'm working on or users basically sit an assessment first?
Paradigm
@artstavenka1 yes, we'll track your learning journey and diagnose your weakness
Voquill
This is cool! Congrats on the launch!
How is "proof of skill" actually measured beyond completing lessons?
Paradigm
@henry_habib Thanks a ton — means a lot! 😄
On "proof of skill": finishing a lesson is just the starting point. The tutor keeps quizzing and re-checking whether a concept has actually landed — again and again, adapting each time — instead of assuming you've got it after one pass.
Paradigm
@henry_habib And for coding it goes deeper: we put you in hands-on environments (think a real virtual machine) and real-world projects where you actually write and run the code yourself. So the proof is in what you can build and solve — not what you've clicked through.
Congrats on the launch. The adaptive path idea is strong, especially the way the tutor can react to a specific goal or learning context instead of just serving static courseware. I am curious how much control learners have over pacing: can someone choose a structured syllabus-like path, or is the experience mostly generated dynamically as they progress?
Paradigm
@scoootscooob congrats! How are the steps typically structured? Often times the best way to learn is via action or attempting to complete something that mimics the real thing (like often time just mastering the practice exams and working backwards is typically much more effective than reading the textbook fully). Do the "paths" incorporate efficiencies like that?
Paradigm
@scoootscooob got it, super helfpful!
I taught myself Flutter and SEO from random YouTube videos and half my time went to figuring out what to learn next instead of actually learning. An adaptive path would have fixed exactly that. What happens when I already know part of a topic, does it test me and skip ahead or does everyone start from zero?
Paradigm
@scoootscooob That is exactly what I wanted to hear, starting from zero every time is what kills most learning tools for me. I will run it on a topic I half know and see how fast it adapts. Thanks Scott.
This genuinely looks like an exceptional product. I chose a reasonably technical (and probably not hugely mainstream) subject and it created a well structured course for me, with a blend of knowledge and practical walk throughs. As ever with Product Hunt, I am working through today's launches... but this is firmly getting an upvote and I will be coming back. I normally have a comment or query, but everything makes sense so far (I even found how to change the voice, which was my only irritation!)
Paradigm
@martin_tanner This actually made my day, thank you so much! 🥳 Throwing a technical, non-mainstream subject at it is honestly the best stress test there is (generic topics are easy to fake; niche ones aren't), so it means a lot that the structure and the knowledge-plus-hands-on blend held up for you. And ha — glad you found the voice setting; noted that it took a bit of hunting. Thanks for the upvote and for planning to come back — that's the part that really matters to us. See you again soon!
Paradigm
@martin_tanner Since you're clearly the exploring type, here's a little secret 🤫 — try telling the tutor to act like someone. Ask it to be, say, Cardi B and it'll straight-up start rapping 😂 Go give it a shot!