IdeaWell

Project ideas from Hacker News discussions.

Show HN: TikTok but for scientific papers

Original Article

Hacker News Discussion

📝 Discussion Summary (Click to expand)

Most Prevalent Themes in the Discussion

Theme Supporting Quote(s)
1. Skepticism about the TikTok/AI branding “for marketing purposes, this really doesn’t need any suggestion of TikTok and also might benefit from less heavy‑handed mentions of AI.” – kamranjon
2. Enthusiasm for the novelty and discovery potential “I think it’s a cool idea. It could be great for discovering new papers in a fun way.” – ksd482
3. Practical/operational concerns (sign‑ups, AI limits, platform support) “I’m getting “Too many signups right now. Please try again in a few minutes.” – FYI”

The overall sentiment swings between curiosity about a fresh way to surface research and wariness that flashy buzzwords (TikTok, AI) may overshadow the concept’s actual value, while users also flag real‑world hurdles like waiting‑list bottlenecks and AI reliability.

🚀 Project Ideas

Generating project ideas…

[LitMap – Interactive Citation Network Visualizer]

Summary

  • A visual, graph‑based tool that maps how research papers cite each other, enabling intuitive exploration of related work.
  • Addresses the need for a more navigable literature landscape beyond static lists.

Details

Key Value
Target Audience Researchers, PhD candidates, and academic librarians seeking context for papers
Core Feature Interactive citation graph with drill‑down, community tagging, and optional AI‑generated relevance highlights
Tech Stack Vue.js, D3.js, Python (FastAPI), Neo4j graph database, Elasticsearch
Difficulty High
Monetization Hobby

Notes

  • Users praised the concept of “making interesting papers easier to find,” aligning with discussions about discoverability.
  • The optional AI component can be turned off, directly responding to requests like “can the AI part be turned off?” from the HN thread.

[PaperCaster – Account‑less Aggregated Paper Feed]

Summary

  • A no‑login, web‑first aggregator that surfaces preprints and published papers based on user‑selected interest tags, delivering a personalized digest without social‑media branding. - Eliminates friction for users who want immediate access to relevant literature.

Details

Key Value
Target Audience Independent researchers, hobbyist scientists, and professionals seeking quick literature updates
Core Feature Tag‑driven feed with offline save, citation export, and customizable AI summarization toggle
Tech Stack SvelteKit, Serverless functions (Cloudflare Workers), SQLite, JSON‑LD metadata store
Difficulty Low
Monetization Revenue-ready: Freemium with $4/mo premium for advanced export and custom tag sets

Notes- The “accountless Web version?” request signals a clear appetite for a simple, no‑signup solution, which this project fulfills. - By avoiding heavy TikTok or AI marketing language, it directly addresses community fatigue with those buzzwords, increasing likelihood of adoption.

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