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.
Pro 现在先登记候补，不会立刻开通计费权限。免费版仍可直接使用。Pro is currently waitlist-only. It records interest now and does not unlock paid billing yet. Free is still available today.
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.