... handwritten note into a professional, ready-to-print worksheet or an auto-graded online test in under 60 seconds. Here is how it works: 1. Snap it (Import): Take a photo of your textbook, upload a PDF, or just type a topic

... understood it." One feature I'd want: flagging clauses that differ from standard market terms, so buyers know what's actually unusual. Comment from Nolan Vu(@nolan_vu): @saalis_umer  Thanks for sharing this, the "retyping textbook questions on a Sunday night" line hit way too close to home. I've tutored before and the amount of time lost just reformatting material instead of actually teaching is real pain. Love that it works off your own photos/PDFs instead ... ... with homework, you know the dreaded Sunday-night ritual: retyping textbook

... studied Japanese for more than a week, you've already hit the wall: (wa) vs (ga). Every textbook gives you a different explanation, every YouTube video contradicts the last one, and somehow you still guess wrong on JLPT practice questions. This guide skips the philosophy. The JLPT doesn't test you on topic

... know they need it until they're sitting in front of a deal at 11pm and the model they have doesn't sculpt DSCR the way the lender wants. Pre-validating that moment via survey just gets you the textbook answer; the real validation is whether anyone uses it once it exists. What I've learned shipping specialist financial model templates: the kill signal isn't "no demand" it's "no one is asking the exact question the product answers ... ... What is the product please? :) can you please share a link? :) Comment from Nika(@busmark_w_nika): @scarlett_hayes1  What are those small engagement signals? :) Comment from Nika(@busmark_w_nika): @maliikb  food is an extensive topic

... then challenge the answer. If AI becomes a shortcut instead of a sparring partner, we save time but lose depth. Comment from Ishtiaq Karim(@ishtiaqbuilds): The 80% you mentioned aren't a new problem. They used to copy from textbooks without thinking either. AI just made the laziness faster and more visible. Comment from Edward G(@edward_g): I think its degrading them. Not just skills we're bad at and use AI to do for us (like generating images ... ... from Ashraf Mahmoud(@amm8): As you describe, it comes down to how you use Ai. For general purposes things that I know, I use AI as tool to summarize information. I can check the results because I know the topic

... does it differ from the standard covenant? That requires having sat across a credit committee, not just having processed thousands of credit papers. The tell I notice most: AI financial content defaults to the median. It gives you the textbook answer, not the deal-specific one. A practitioner knows that a 1.20x DSCR floor might be appropriate for a contracted solar project with an investment-grade offtaker, and completely wrong for a merchant wind project in a volatile power ... ... that comment? Comment from Jonathan Gorczyca(@watch84): Personal brand combined with video is huge differentiator. Comment from Abdul-Hafiz Aderemi(@hafiz_aderemi): @lara_bishop  can you give examples? Comment from Abdul-Hafiz Aderemi(@hafiz_aderemi): This is a topic

... newsletter subscribers, which will be in the hundreds (this will be mentally difficult) Product launch on Product Hunt (this is a specific product, not a random product) Personal goals: Stay consistent in exercising Learn 4 languages (+ read lessons from textbooks I ordered), ideally every day Eat less sweets Go to bed before midnight more often (and not at 2, like I did before) What are your goals for the first quarter of 2026? Comment from Nika(@busmark_w_nika): @signalovernoise ... ... organized by the French Embassy. It was really nice, even though it lasted only two week, and now I forgot a lot :) Comment from Tetiana(@tetianai): @busmark_w_nika  me too :D Comment from Tetiana(@tetianai): Great topic

... Duolingo for almost 3 years to learn a language, but I don't know anything at all. Of course, I have some basic vocabulary from the vocabulary words, but it's not conversational level. I'm currently considering buying textbooks and workbooks. I think my biggest problems are that: I spend relatively little time learning I do not know how to create a study plan (where and how to start) I'm too much on the internet or with technology ... ... from Nika(@busmark_w_nika): @rogerbythesea  OK, so your recommendations in TL;DR is: learn the basics of that language try to incorporate the language you learn in daily life (movies, reading books, posts) add vocabulary / learn about topics

... partners could demonstrate success first, creating momentum for broader adoption. Comment from Ritik Ranjan(@ritik_ranjan): @lily_elliott   @busmark_w_nika  That s such a great point. Practical exposure from industry professionals often bridges the gap that textbooks can t. It not only makes learning more engaging but also helps students see how their knowledge applies in the real world. Would love to see more universities integrate that kind of hands-on collaboration with structured mentorship programs ... ... busmark_w_nika): @ritik_ranjan  Hoping that both sides (universities in both continents) will be open to collab .) Comment from Nika(@busmark_w_nika): @ritik_ranjan   Comment from Arnold Oshenye(@oshylabs): I think this is an important topic

... clearly also important to follow all the major developments in the tech world / your area, one has to be very careful not to loose time with things that are not really important. To learn things, I always prefer textbooks over courses, workshops, tutorials etc., that way I can learn systematically, at my own speed, and leave things out that I don't need. Comment from Chibuzo Odigbo(@franklivania): @busmark_w_nika  I have some founder friends, then people ... ... taken me to get to where I am. When it becomes overwhelming, I reach out to friends to hang out with them. The talking usually gets my mind of things, and as we talk and drift through topics