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

It took a toot to remind me of where I saw it, but really excited to write my mastodon instance in #SmallWeb tech from https://small-tech.org/

I think, in keeping with their goals, I will make it #SingleTenant .

Does a mastodon server count as small?

Also, on a completely random tangent, because #neurodivergent , what would a small tech email server look like? 

Small Technology Foundation: Home

We’re a tiny and independent two-person not-for-profit based in Ireland. We’re working on building the Small Web.

As a closing point, I can see a point where the protocol evolves to seamlessly include #UX wise #SingleTenant instances without bringing all the server-centric baggage, thus promoting an inclusive leveled playing field for all sorts of federation scaling strategies: #VerticalFederation, #HorizontalFederation and #FlatFederation. (And as a plus, improve #mastodon #onboarding #friction issue too.)

As for I, intend to engage in that discussion and contribute to this extraordinary #foss project.

An example of this is I still today find it weird that I cannot assemble a curated network of preferred servers public timelines, or, at least, filter the federated timeline, without having to resort to setting up my own #mastodon server to be able to fine tune that.

But then again, the way #mastodon #ux is set up, it still feels a bit weird having a #SingleTenant server. I feel it still brings a lot of server-centric baggage. (Curious to know more about diaspora pod model.)

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

What is the Small Web?

Updated June 19th, 2023 Sorry, your browser doesn't support embedded videos. But that doesn’t mean you can’t watch it! You can download Small Is Beautiful #23 directly, and watch it with your favourite video player. Small Is Beautiful (Oct, 2022): What is the Small Web and why do we need it? Today, I want to introduce you to a concept – and a vision for the future of our species in the digital and networked age – that I’ve spoken about for a while but never specifically written about:

Aral Balkan

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

What is the Small Web?

Updated June 19th, 2023 Sorry, your browser doesn't support embedded videos. But that doesn’t mean you can’t watch it! You can download Small Is Beautiful #23 directly, and watch it with your favourite video player. Small Is Beautiful (Oct, 2022): What is the Small Web and why do we need it? Today, I want to introduce you to a concept – and a vision for the future of our species in the digital and networked age – that I’ve spoken about for a while but never specifically written about:

Aral Balkan

@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