---
title: "Hot on tl;dr — last 24 hours"
description: "Articles with the highest summary velocity on tl;dr in the last 24 hours."
canonical: "https://llms.tl-dr.cc/stats/hot"
generated_at: "2026-07-31T22:01:57.860Z"
---

# Hot on tl;dr — last 24 hours

The 6 articles with the most distinct public summaries created in the last 24 hours. Think of this as a near-real-time signal of what readers are actively trying to condense right now.

_Generated 2026-07-31T22:01:57.860Z._

1. **[Open-weights, local inference, and first-party hyperscaler models confront frontier labs – Cautious Optimism](https://www.cautiousoptimism.news/open-weights-local-inference-and-first-party-hyperscaler-models-confront-frontier-labs/)** — www.cautiousoptimism.news · 1 summaries
2. **[Organizational Learning | Cairn.info](https://shs.cairn.info/apprentissage-organisationnel--9782744500398?lang=fr&tab=sommaire)** — shs.cairn.info · 1 summaries
3. **[(untitled)](https://www.eurocontrol.int/sites/default/files/library/017_Swiss_Cheese_Model.pdf)** — www.eurocontrol.int · 1 summaries
4. **[(untitled)](https://www.behaviouralsafetyservices.com/Content/Downloads/Reason-Paper-Human-Error.pdf)** — www.behaviouralsafetyservices.com · 1 summaries
5. **[Human Error - James Reason - Google Books](https://books.google.co.uk/books/about/Human_Error.html?id=WJL8NZc8lZ8C&redir_esc=y)** — books.google.co.uk · 1 summaries
6. **[สั่งซื้อ ประตูและหน้าต่าง ราคาดี ลดราคา ออนไลน์ | อุปกรณ์ปรับปรุงบ้าน เครื่องใช้ในบ้าน ก.ค. 2026 | Shopee Thailand](https://shopee.co.th/%E0%B8%9B%E0%B8%A3%E0%B8%B0%E0%B8%95%E0%B8%B9%E0%B9%81%E0%B8%A5%E0%B8%B0%E0%B8%AB%E0%B8%99%E0%B9%89%E0%B8%B2%E0%B8%95%E0%B9%88%E0%B8%B2%E0%B8%87-cat.11044956.11045172.11045766)** — shopee.co.th · 1 summaries


For a longer window, see [trending this week](https://llms.tl-dr.cc/trending/week) or [this month](https://llms.tl-dr.cc/trending/month).