TL;DR
每日 · ML · AI · CSDaily · ML · AI · CS
每个工作日都有 200+ 篇 ML 新论文，大多数只是噪声。PaperTLDR 逐篇读取，标注 novelty 与 incremental，写出点明方法差异的三句 TLDR，再把匹配分类和关键词的子集发给你。200+ new ML papers land every weekday. Most are noise. PaperTLDR reads them all, tags novelty vs incremental, writes a three-sentence TLDR that names the methodological delta, and emails you the curated subset that matches your categories and keywords.
实时样例Live sample
输入 arXiv 分类，在页面里预览 3 条种子 TLDR。Enter an arXiv category and preview three seeded TLDRs inline.
GPT-5.4 论文阅读器GPT-5.4 paper reader
OpenFlowX GPT-5.4 返回 TL;DR、关键主张、方法、局限和 BibTeX。免费 demo 按 IP 每小时 5 次。OpenFlowX GPT-5.4 returns a TL;DR, key claims, method, limitations, and BibTeX. Free demo limit: 5 summaries per hour per IP.
TL;DR
Key claims
Method
Limitations
BibTeX
Clearly labeled example · no saved seed digest found
Three seeded papers are grouped by category, ranked by impact, and rewritten as plain-English TLDRs before the email is sent.
免费版每天 3 篇摘要，直接生效。不需要信用卡，一键退订。Free is 3 summaries per day and activates immediately. No credit card. Unsubscribe is one click.
Past digests stay browseable by category.
Every paper tagged method, dataset, benchmark, survey, position, or other — so you can skim the benchmarks and read the methods.
TLDR's second sentence is structurally required to name what's new vs prior work. No "we achieve state-of-the-art on…" filler.
Every TLDR links back to the arXiv PDF. We read papers so you can read them too — not so you can skip them.
Pro 和 Lab 当前先登记候补，免费版今天就能用。Pro and Lab are currently waitlist-only. Free is available today.
$0
$9/mo
$49/mo
Yes - GPT-5.4 through OpenFlowX, tightly scoped with schema validation. We reject any summary that doesn't cite a methodological delta. If the model is uncertain, the TLDR says so rather than hallucinate.
No. We surface what's worth your actual reading time. The TLDR is a filter, not a substitute.
All arXiv categories with active daily submissions — cs.*, stat.ML, math.*, q-bio.*, eess.*. See /categories.
Free tier: next business day morning, in your local timezone. Pro timing is planned for within 2 hours of arXiv's nightly cutoff once billing is live.
Yes. Free has one-click unsubscribe in every email. Pro and Lab are waitlist-only until billing exists.