Project ideas from Hacker News discussions.

Ask HN: Can we please limit the AI news flood?

📝 Discussion Summary (Click to expand)

1. AI dominance is crowding out other topics
Many users feel the front page is overwhelmed by AI‑related posts, reducing visibility of non‑AI submissions.
- “It cannot be a long‑term solution, though. Most people don't use them and if HN continues to be AI‑foremost, many will simply stop coming here to post other interesting, non‑AI stuff. A vicious circle.” – cromka
- “Again, the problem is with the flooding that drowns‑out other news.” – cromka
- “92 of 179 articles survived the filter”. So about half of the posts are about AI now, more than I expected.” – wolvoleo

2. AI hype is seen as another cycle in a long line of tech fads
Commenters repeatedly compare the current AI boom to past hype cycles (internet, Ruby, crypto, etc.) and expect it to eventually subside.
- “HN is a reflection of the industry and we're at peak hype‑cycle at the moment.” – leonheld
- “Yeah, that's like someone in 1998 saying we're at peak internet hype.” – bensyverson
- “These things tend to improve/get worse by themselves over time, if it's not AI, it'll be something else, until the industry moves on.” – embedding‑shape
- “People have been saying we've been ‘at peak hype‑cycle’ for years.” – krapp

3. The site’s voting‑driven design versus calls for curation
Some defend HN’s community‑ranked model, while others argue for moderation, tagging, or down‑weighting to correct the imbalance.
- “HN simply ranks posts by upvotes. I know you don't intend it this way, but you're effectively suggesting that HN should not pay attention to what its userbase are upvoting, but instead curate posts by your personal opinion instead.” – ChickeNES
- “The front page is a reflection of what folks want to see. AI is certainly mentioned a lot but it’s also top of mind for every industry atm.” – infecto
- “HN is curated by moderators and votes are just one input. All sorts of topics get downweighted all the time. Given the longevity of the AI news cycle it's not a crazy ask to suggest it get downweighted too.” – tptacek
- “Why limit? This is a news website where users judge if something is newsworthy by upvoting it. If the community decides it’s newsworthy it’s newsworthy.” – bdelmas

4. Personal and third‑party tools to filter AI content
Many users share extensions, alternate front‑ends, and filtering services they use to reduce AI noise.
- “I use this when I need a break https://elijahpotter.dev/hnsansai.” – leonheld
- “There's also https://unslop.news, which removes just the posts about AI, rather than all posts that mention it at all.” – flexagoon
- “Here is a link to an HN feed with reduced priority for AI content https://sprinklz.io/public/pdwt4dve5uai.” – sammy0910
- “Hacker News without AI: https://hcker.news/?view=frontpage&ai=exclude.” – postalcoder
- “I'd also SERIOUSLY ask for an 'LLM generated' flag in addition to normal flags – on both comments and submissions, that is.” – mschuster91

5. Debate over AI’s real utility vs. hype and its broader impact
Opinions split on whether AI is genuinely transformative (boosting productivity, enabling new capabilities) or mostly overhyped noise that harms traditional programming culture.
- “I find AI to be useful but there’s a tendency for it to suck the oxygen out of the room. Other things still matter.” – kentm
- “I can prototype working projects in possibly 1/30th the time, and I can do them simultaneously.” – smt88 (positive)
- “This takes all the fun out of programming for me.” – cake‑rusk (negative)
- “I miss all the programming articles. It feels like everyone has given up with the very idea of ever writing code now and the entire practice of making software has been handed over to AI.” – PaulKeeble
- “Humans becoming the adversarial network to the AI is indeed a Black Mirror episode worthy outcome.” – noir_lord


🚀 Project Ideas

AI Slop Filter Extension

Summary

  • A browser extension that hides or dims Hacker News submissions likely generated by LLMs or overly AI‑focused using keyword heuristics and a lightweight ML classifier, letting users reclaim a balanced front page.
  • Core value: one‑click reduction of AI noise while preserving the ability to reveal hidden posts for review.

Details

Key Value
Target Audience HN readers overwhelmed by AI posts (e.g., cromka, coldpie, noir_lord)
Core Feature Real‑time filtering of AI‑slop submissions with optional “show hidden” toggle
Tech Stack Manifest V3 extension, TensorFlow.js lite model, IndexedDB for settings
Difficulty Medium
Monetization Hobby

Notes

  • Users praised existing keyword‑based hide scripts: “I just have that in my uBlock Origin rules – it cuts the noise dramatically” (noir_lord) and “Here's an extension I wrote to do the same idea … Works pretty well” (coldpie).
  • Provides a practical utility for daily browsing and can spark discussion on optimal filtering thresholds via community‑shared rule sets.

Personalized HN Feed Service

Summary

  • A web app that lets users sign in (via HN’s unofficial API) to customize their feed: down‑weight AI, up‑vote tags like “retro computing” or “systems design”, and view a re‑ranked front page.
  • Core value: delivers a tailored HN experience without leaving the site’s commenting/voting ecosystem (via proxy voting).

Details

Key Value
Target Audience Power users who want control over content mix (e.g., jillesvangurp, Flexagoon, postalcoder)
Core Feature Preference‑driven ranking engine + proxy voting/commenting
Tech Stack React/Vue frontend, Node.js backend, Redis for user prefs, HN API scraping
Difficulty High
Monetization Revenue-ready: Freemium (free basic filters, $5/mo for advanced tag weighting & analytics)

Notes

  • Commenters expressed desire for personal curation: “I’d like to see more non‑AI content … give tools to self‑curate” (cromka) and “I wish I could filter out AI … without losing ability to comment” (postalcoder).
  • Encourages discussion about transparency of ranking algorithms and the balance between personalization and community signal.

Community Tagging & Curation Plugin

Summary

  • Users can submit lightweight tags (AI, Systems, Retro, Opinion, etc.) on any HN story; aggregated tags power filter UI and surface “second‑chance” posts with low AI tag scores.
  • Core value: democratizes curation, giving visibility to under‑represented topics while preserving HN’s voting ethos.

Details

Key Value
Target Audience Active HN contributors who tag and moderate (e.g., VortexLain, mgrunwald_, ilaksh)
Core Feature Tag submission UI, tag‑based filter bar, boosted visibility for low‑AI‑tag posts
Tech Stack Userscript (Greasyfork/Tampermonkey) + backend tag aggregation service (Firebase/Postgres)
Difficulty Medium
Monetization Hobby

Notes

  • Many asked for tagging: “It would be nice to at least have a day in the week without AI news … tagging and ability to filter by tags would be really great” (VortexLain, ilaksh) and “A few fixed tags … might suffice” (VortexLain).
  • Enables practical utility by surfacing hidden gems and fuels meta‑discussion on tagging norms and moderation load.

AI‑Generated Content Detector & Flagging Tool

Summary

  • A lightweight server‑side API that scores the likelihood a submission or comment is LLM‑generated (using stylometric features) and returns a badge; users can install a userscript to display the score and optionally auto‑flag.
  • Core value: provides objective signal to combat “vibecoded slop” and low‑value AI content without relying on keyword lists.

Details

Key Value
Target Audience Users frustrated by low‑quality AI posts (e.g., mschuster91, Chroma, postalcoder)
Core Feature LLM‑likelihood scoring badge + optional auto‑flag for high scores
Tech Stack Python FastAPI model (RoBERTa‑based), Docker, HN userscript for display
Difficulty High
Monetization Hobby

Notes

  • Commenters explicitly requested such a tool: “I’d also SERIOUSLY ask for an 'LLM generated' flag … on both comments and submissions” (mschuster91) and “It should be somewhat feasible … now that we have LLM text fingerprinting regulations” (cromka).
  • Offers practical utility for moderators and readers, and can spark discussion on the ethics of auto‑flagging AI content.

HN Diversity Digest Newsletter

Summary

  • A daily (or weekly) email/newsletter that curates the top non‑AI Hacker News stories by algorithmically down‑weighting AI‑heavy posts and up‑weighting engagement from users who opted out of AI, plus short editor notes.
  • Core value: delivers a balanced tech‑news digest to those who miss diverse content on the main HN front page.

Details

Key Value
Target Audience Readers seeking variety (e.g., embedding‑shape, Tintin, Flexagoon)
Core Feature Curated list of non‑AI HN stories with brief summaries and links to original discussion
Tech Stack Python backend (scraping + scoring), SendGrid/Mailchimp, simple static site for archive
Difficulty Low
Monetization Revenue-ready: Sponsorship ($200/issue) or Patreon for premium deep‑dive editions

Notes

  • Users lamented missing non‑AI stories: “Almost everything in top/new/best is an interesting read … Either I don't know anything about the topic … or am seriously interested in the topic” (execat) and “They're all on the front page, just buried between all the AI stuff” (flexagoon).
  • Provides practical utility by delivering a readable digest and can generate discussion on what constitutes valuable non‑AI tech news.

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