... same patterns kept showing up: Traffic tanks after a core update, even when the content was genuinely good. Pages rank fine but never get cited in AI answers. Impressions look healthy but CTR is weak. Topical authority gets watered down across scattered articles

... there any topics you wouldn't ask AI for advice on? We've literally put our entire lives in the hands of artificial

... language model in the plugin. If you re only curating articles, configuring just the conversational model is enough you don t need the image generation or vision models. Steps: Open a content website you like and choose an article

... didn't work, it's likely because it didn't have selectable text. We now have OCR processing - Optical Character Recognition that converts images of text, into readable searchable text. What we support now: scanned-in documents like books, articles, etc. computer-generated text Still to come: handwritten notes pictures of text (because they have blur, skewness, etc. that we don't handle) Pick up where you left off with reading position tracking: Never lose your place when reading ... ... learning. Here are the first few highlights, with all the details in our docs : Bring back the joy of learning with Quiz 2.0 More question types (open-ended, flashcards), the ability to quiz yourself on specific topics

... Classical NLP ( spaCy ) for initial NER (10-50x faster than BERT). Reasoning: State-of-the-art LLMs ( AWS Nova Pro v1 ) to validate complex semantic relationships and refine extraction. 3/ Semantic & Adaptive chunking Forget about arbitrarily cutting text every 500 characters. Our algorithm respects natural paragraph boundaries and evaluates semantic coherence . If a fragment loses the thread, the system detects the topic

... parsed unless you're emersed in the software's subject and issues. On one hand you're playing to users ego vs providing solutions - in my world in any case. Comment from Ruxandra Mazilu(@ruxandra_mazilu): This is a topic I've been wrestling with for PostGod tbh. Mainly because I have SO MANY ideas for how to improve the product, which extra features would complement the current features best, and so on. But I realized I was just making ... ... direction we want the product to go? And most importantly: does it remove friction in the core workflow, or just add optional complexity? Not every request becomes a feature, but repeated problems usually deserve attention. Still feels more like art

... Product Hunt I m building Axion News an AI-powered news platform that summarizes breaking news in real-time so you don t have to scroll through 10 articles to understand one story. What it does: AI-generated short, clear news summaries Real-time updates across tech, world, and trending topics

... because it leads to a much more disturbing conclusion: your privacy is worth zero to you . My message is not meant to be an outburst but a reflection on how much noise there is around topics that generate so much enthusiasm, such as artificial

... short daily recap on any topic! (It s the Actu app on @Delos , you can choose your theme, your top sources, set the frequency, and get your tailored newsletter.) Comment from Brad Shannon(@bradshannon): @aima  I'm pretty much the same. I did create a news aggregator at https://dailytrending.info but I need to do more work on the pipeline to increase the quality of articles

... habit is exactly what teams do for onboarding, just compressed into solo/AI workflows. It works, but only if discipline holds. The interesting shift is treating those we tried X failed because Y chose Z moments as first-class artifacts , not optional notes. That s the layer AI actually needs to avoid wasted cycles. Comment from Mihir Kanzariya(@mihir_kanzariya): @dan_williams10  Exactly. Uploading key files works until the project stops being small. Then the real problem shows up: deciding ... ... constrain every decision. If the AI forgets why the project exists or where it runs (Vercel, Render, etc.), you spend time correcting instead of building. Comment from Marces William(@marces_wiliam): I think that by now both with complex topics

... that your point is valid  maybe worth a separate post because it is worth passing the knowledge to the community! :) Comment from Nika(@busmark_w_nika): @cam_mcmaster1  Thank you. IMO, this will be a huge topic for the upcoming decades. We are dopamine addicted (of course, cheap dopamine addicted). Comment from Nika(@busmark_w_nika): @cam_mcmaster1  Do you have a newsletter? Comment from Nika(@busmark_w_nika): @rohanrecommends  That is so kind ... ... idea: try to stream/make videos on YouTube and review products Comment from Nika(@busmark_w_nika): @leeroydotuk  Do you plan to launch something also next time? :) Comment from Nika(@busmark_w_nika): @seekwhyai  Hopefully this mini-article

... Eureka: Transform PDFs, or topics into interactive knowledge maps. Explore, learn, and create content from your knowledge graph. I'm excited to share Eureka with you today. This project started from a simple frustration: why is knowledge always presented linearly? When I read a book or article

... build Eureka? Traditional knowledge is linear. Books, articles, search results all force you to read page by page. But our brains don't work that way. We think in connections, associations, and visual patterns. 2/ Eureka transforms any knowledge source into a visual ... ... explorable map:  Upload a PDF   Get a knowledge graph  Enter a topic

... wanted to share it with this community first. What it does: Eureka transforms PDFs, web pages, or topics into interactive knowledge maps. Instead of linear reading, you explore knowledge as connected nodes, timelines, and concept trees. Key features: - Upload PDFs Get visual knowledge graphs - AI-guided exploration (no need to know what to ask) - Interactive tools on canvas (calculators, animations) - Generate articles/video

... Summit where I got pitched at a lot. And my LinkedIn inbox is non-stop infinity loops of pitching at me. = Therefore, I've been thinking about the topic a lot! I think it's fair and obvious to say, some people can communicate better than others. It's an art

... Hello, I want to present you with an opportunity to save time in learning globe news. Here you can review the news on the topics that interest you quickly and in one place, and if you want to learn more you can always go to the full article

... generalized! Comment from Igor Lysenko(@ixord): In fact, I agree that this topic is much deeper, and integrating it into companies can benefit everyone. I try to live in a way that prevents stress and burnout, because I am constantly learning new things and trying something different, and that gives me energy and can change the situation. Every person has their own stress model. I have read articles

... myself typing anymore. Even this post was dictated through Wispr Flow. Comment from nim(@sup_nim): three underrated ones that quietly became daily habits for me: speakeasy (speakeasy.studio.gold) paste any article url, get audio instantly. had 400+ unread pocket articles

... www.youtube.com/watch?v=MHcJpGYawqk Deep dive into her design process and what it looks like to use AI like an artist: Topics

... your opinion on this concept within marketing? If you have experience, what software do you use to create and "maintain" them? By the way, I wrote about how and where influencer marketing will grow in 2026 in my last article, "The near future of (influencer) social media marketing" Comment from Nika(@busmark_w_nika): @priyanka_gosai1  Can't say certainly, but I would have a favourite AI mascot than a favourite AI human influencer. Comment from Lara Laurielle(@lara ... ... booked a call because of it. he couldn't tell it was AI. i think i see the future of current influencers turning themselves into AI to scale their content production. Comment from Abdul Rehman(@abod_rehman): Interesting topic

... information source. I think if one wants reliable and comprehensive information, it's still the best by far for most topics. Comment from Vlad(@vsteppp): Maybe. The output would need to be grounded on human generated information/analysis (historical books, encyclopedias) to have any chance of exceeding quality of info on Wikipedia. The good news is that all the articles

... That s why we ve been focusing on automation that stabilizes itself, not more systems to babysit. Comment from Ilai Szpiezak(@ilaiszp): LLMs in Production are a super interesting topic, especially as it's very different from running them in a Development environment... @cerwindcharlie , my co-founder, wrote a great article

... Peilan Qin(@peilan_qin): @busmark_w_nika  I think Korean is way easier! You should give it a try :D Comment from Peilan Qin(@peilan_qin): @busmark_w_nika  I m learning Japanese and Korean. For complex topics, I turn on the captions. If there are no captions and I can t understand, I use Google Translate to transcribe and translate the audio! When I don t get something, I watch it a few more times, check ... ... speed. Comment from Priyanka Gosai(@priyanka_gosai1): I ve had a similar experience, Duolingo helped with vocabulary, but not fluency. What worked better for me was combining technology with real-world practice. I used LingQ for immersive reading/listening (real articles

... Introduction: The Challenge of Teaching in the AI Era As artificial intelligence becomes increasingly accessible to students, educators face a pivotal question: What is the role of teachers when students can learn directly from AI? One innovative teacher has found her answer not by competing with AI, but by orchestrating it. This is the story of how she transformed her teaching approach using FunBlocks AIFlow Whiteboard and its AI-powered mindmap features, creating a dynamic learning environment that extends ... ... Preparation For each lesson, this teacher creates a dedicated AIFlow Whiteboard (Canvas) during her preparation time. Here's her process: AI-Generated Mindmaps: She uses FunBlocks' AI to instantly generate comprehensive mindmaps covering the lesson's key concepts and topics

... Currently reading about the move of California: The state has become the first U.S. state to regulate AI companion chatbots ...