#singletenant — Public Fediverse posts

Pentagon’s new Claude platform slashes AI costs by 70% while running on a secure, single‑tenant infrastructure. The move shows how the DoD is leveraging Anthropic’s tech for safe, cost‑effective military AI. Curious how this could reshape defense AI strategy? Read the full story. #ClaudeAI #PentagonAI #SingleTenant #MilitaryAI

🔗 https://aidailypost.com/news/pentagons-claude-platform-cuts-costs-70-secure-singletenant-ai

SmallWeb provides the architecture to deliver curated experiences and collaboration through decentralization.

small-tech.org/research-and-development/

#SmallWeb #SmallTech #SingleTenant

To tackle this I see three generic scaling strategies emerging from the discussion:

#VerticalFederation akin to @Gargron/mastodon.social, scaling 'up' the most popular servers to keep up with demand.

#HorizontalFederation advocating a more fragmented/decentralized ecosystem with servers breaking up into smaller instances, and solutions like account count limits.

#FlatFederation advocating mostly for a greater #SingleTenant approach, where everyone should set up their own mastodon server.

I've also followed with curiosity the talk (mostly) lead by @aral on #smallWeb #federation #decentralization #centralization #singleTenant and how better scale the #fediverse (technological, but also community-wise and signal/conversation-wise), picking up on the recent mastodon.social struggles.

I have the belief that #mastodon , from an #onboarding perspective, will require a core set of popular (generalist) servers. But, I may be wrong. There are a few generic routes I think it can go IMO.

@simeon @pavsaund You’ll get no argument on that from me ;) https://ar.al/2020/08/07/what-is-the-small-web/

(Apart from perhaps that we should also be looking at designs that aim to make doing what you describe as easy as possible. It’s much easier to set up a system that’s explicitly designed to serve one person than one that is designed to serve 1-100,000 people. The complexity involved is orders of magnitude less in the former.)

#singleTenant #SmallWeb #decentralisation #federation

PS. This isn’t some new revelation; I’ve been advocating for this from the start :)

https://mastodon.social/@aral/2160843

#mastodon #federation #decentralisation #centralisation #design #singleTenant #SmallWeb

A web site designed for one person that aggregates functionality (don’t thing “app” but plug-in style “features”) is the idea behind the Small Web:

https://ar.al/2020/08/07/what-is-the-small-web/

#smallWeb #smallTech #singleTenant #personal

@cedric Only I’m not an admin. It’s an instance of one. The only person I’m administrating is me. (As it should be.)

#smallWeb #smallTech #singleTenant #personhood

@natacha PS. I’m the only person on my instance. It’s an instance of one.

#smallWeb #singleTenant #personhood

Big Tech: a handful of kings
Federation: lots of smaller kings
Small Tech: no kings

#SmallTech #SmallWeb #SingleTenant #IndividualSovereignty #Personhood

The Small Web isn’t about going back to the days of GeoCities. It’s about going forward differently, using modern tech in a non-colonial manner.

It’s not about building clones of Twitter, YouTube, etc. There’s no way anyone can self-host a dozen different services. Instead, it’s about having a single-tenant place on the Web that you own and control without technical knowhow; a place you can add Twitter, YouTube, etc., *features* to.

https://small-tech.org/research-and-development/

#SmallWeb #SmallTech #SingleTenant