Marginalia is a daily, plain-language guide to the AI research that actually matters. Each day we pick one paper worth understanding, read it properly, and explain it in the margins: the jargon, the stakes, and the occasional joke.
No PhD required. You bring the curiosity; we bring the red pen. Once something finally clicks, you can annotate it for the next person who shows up.
Native Active Perception as Reasoning for Omni-Modal Understanding
Imagine an AI that can watch a long video and understand it without having to process every single frame, which could revolutionize how we interact with videos online
Read today's annotation →The daily publication. One paper explained, plus the feed, the map, and the glossary.
From "what is AI" to reading a paper. Free tracks, no installs.
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