id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
spir-13940	Elfen, Z	FROM GLOBAL TO LOCAL: A STUDY OF OFFLINE-FIRST COMMUNITY INFRASTRUCTURE DEVELOPMENT	2025.0	5	.pdf	application/pdf	1749	109	34	Open-source, Peer-to-Peer (P2P), and local-first networks — collectively termed “P4P” (Peer-for-Peer) — have emerged as promising models for resilient communication systems. Modularity in both technical design and social organization enhanced adaptability and local innovation, with lower financial barriers enabling community- aligned protocols.	cache/spir-13940.pdf	txt/spir-13940.txt