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#ecosystem

4 articles

A dark blue street map from the QGIS official homepage

QGIS bars AI-assisted code contributions to its core repository

PiRouter Team
Data card on a dark field: the figure 0 of 450, labelled as the number of ChatGPT runs across six snapshots from 24 August to 2 September 2026 that cited pirouter.ai, beside six small bars showing the share of each snapshot's citations taken by three competitors' own documentation domains, between 34.9 and 40.6 percent

How do Perplexity and ChatGPT decide which sources to cite? AI citations measured over 450 runs and two audits: documentation-shaped pages win

Linden Kern
Four-stage diagram for Kimi K3: 2.8T weights free to download → host needs 8× GB300 or more → reported revenue share of up to 30% → token auditing unresolved. Below it, the three license thresholds: $20M over 12 months, 100M MAU or $20M a month, internal use and certified partners exempt

Kimi K3 license, commercial use: the $20M MaaS clause, the 100M-MAU badge, and the 30% Moonshot wants from Azure, AWS and Google

Linden Kern
Hand-drawn illustration: an open-air bazaar of model makers' stalls; at the gate a brass shovel-maker's cart has parked while a porter ties a single yellow reservation ribbon to the gatepost

Nvidia in talks to buy Hugging Face: the investor refused in January is the buyer in August

Linden Kern