TikTok but for scientific papers
Details
- External ID
- 48096842
- Source
- HN
- Company
- —
- Product
- TikTok but for scientific papers
- Website domain
- github.io
- Launched
- May 11, 2026
- Cohort
- —
- Upvotes
- 200
- Upvotes percentile
- 0.9612277867528272
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- social video scrapers and downloaders
- Vertical
- Education
- Function
- —
- Audience
- B2C
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- short-form content platform for research papers
- Manually corrected
- False
Could you build this?
Partial The social network UI and TikTok-style feed are straightforward, but running on-device PDF RAG using Apple Intelligence/MLX and managing high-throughput parsing of arXiv papers requires native iOS and local ML engineering.
What it would actually take: The frontend is a Swift/SwiftUI iOS app, with an ingest pipeline pulling and parsing academic PDFs from arXiv via Grobid or pdfminer. The technically difficult portion is optimizing on-device inference using Apple MLX or CoreML to run quantization-friendly embeddings and small language models within strict iOS memory limits without draining battery or crashing on large multi-page PDFs.
Discussion
20 comments analyzed.
Competitors mentioned: NotebookLM (Google), Motate.app, TikTok (comparison mentioned)
Concerns raised: Scrolling research papers comparison is misleading/overstated, Already done before several times, Performance issues (CPU utilization, sluggish scrolling), Unclear value for non-PhD readers without domain expertise translation, Web design/performance priorities misaligned
Feature requests: AI-generated images accompanying papers, NotebookLM integration/linking, Interactive visuals for complex concepts, Better explainer content (translation of complex ideas for general audience), Notebook functionality for notes and highlights
Competitors
Other products that read as similar to this one — 112 launches clear the similarity bar, closest 8 shown.
Attention rank: #4 of 113 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 193 days after the earliest competitor.
- Research Papers as Memes · hn · 2025-11-28 · 10 upvotes · similarity 0.57
- MargyT · github · 2026-09-12 · 8 upvotes · similarity 0.49
- TikTok-App · github · 2026-09-22 · 9 upvotes · similarity 0.48
- FindMyTok · ph · 2026-09-20 · 2 upvotes · similarity 0.47
- TikTok Downloader · ph · 2026-09-18 · 1 upvotes · similarity 0.45
- tikvault.cloud · ph · 2026-09-15 · 1 upvotes · similarity 0.45
- TikTok Video Downloader · ph · 2026-09-22 · 1 upvotes · similarity 0.45
- Mini-Diarium · hn · 2026-02-19 · 131 upvotes · similarity 0.44
Other launches for this product
- No other launches for this product.