Back in the old days (ie 2020) we called this “writing out requirements” and it was generally the way that devs knew what they were supposed to do.

As much as I hate the thought of Apple being even bigger and more pervasive than they are, if satellite cellular is inevitable and unavoidable I’d vastly prefer an Apple service to MuskNet.

Could even be his twin - that joke is from 2007, if little Bobby was in kindergarten then he’d be around 22 by now and could be trying to land his first job out of college!

The original gpt4 is just an LLM though, not multimodal, and the training cost for that is still estimated to be over 10x R1’s if you believe the numbers. I think where R 1 is compared to 4o is in so-called reasoning, where you can see the chain of though or internal prompt paths that the model uses to (expensively) produce an output.

The thing is that R1 is being compared to gpt4 or in some cases gpt4o. That model cost OpenAI something like $80M to train, so saying it has roughly equivalent performance for an order of magnitude less cost is not for nothing. DeepSeek also says the model is much cheaper to run for inferencing as well, though I can’t find any figures on that.

Correct but there are really only 2 parts (3 if you’re adding a front-facing proxy which it sounds like you know how to do). If you’re using something like truenas or proxmox there are prebuilt containers for both iCloudpd and immich/photoprosm/whatever and even if not both have generic Docker containers or can be run out of their own repo checkout. So you just need:

1. iCloud <—> local folder via icloudpd
2. local folder <—> local web front end with immich
3. local web <—> public web with your proxy or cloudflare setup

Good luck!

Right, this is for the “hard” part of getting your content out of iCloud in an automated fashion. You’d then put the content in storage locally and use photoprism or immich or a similar self hosted gallery to be able to access them

icloudpd can be run in a container or just your host machine. It’s a little finnicky to get logins set up (and honestly I haven’t done it in a few months), but once that is working you can automate a job to pull down a backup every day/week/month and delete files from icloud.

Algorithm is just a fancy word for rules to sort by. “New” is an algorithm that says “sort by the timestamp of the submissions”. That one is pretty innocuous, I think. Likewise “Active” which just says “sort by the last time someone commented” (or whatever). “Hot” and “Scaled”, though, involve business logic – rules that don’t have one technically correct solution, but involve decisions and preferences made by people to accomplish a certain aim. Again in Lemmy’s case I don’t think either the “Hot” or “Scaled” algorithms should be too controversial – and if they are, you can review the source code, make comments or a PR for changes, or stand up your own Lemmy instance that does it the way you want to. For walled-garden SM sites like TikTok, Facebook and Twitter/X, though, we don’t know what the logic behind the algorithm says. We can speculate that it’s optimized to keep people using the service for longer, or encouraging them to come back more frequently, but for all intents and purposes those algorithms are black boxes and we have to assume that they’re working only for the benefits of the companies, and not the users.

Algorithms can be useful - and at a certain scale they’re necessary. Just look at Lemmy - even as small as it is there’s already some utility in algorithms like “Active”, “Hot” and “Scaled”, and as the number of communities and instances grows they’ll be even more useful. The trouble starts when there are perverse incentives to drive users toward one type of content or another, which I think is one of the fediverse’s key strengths.

Thank you for your work! A native Jellyfin client is pretty much the only reason I still have a Roku.

Obsidian or Joplin. Offline first, clients for every platform, and easy self-host (if you want) syncing options and plugins.

Blissfully unaware, thanks.

Of the changes made last week to the license, this one stands out:

10. None of the Work may be used in any form as part, or whole, of an integration, plugin or app that integrates with Atlassian’s Confluence or Jira products.

That is a weird carve-out, so I’d guess the license revision (and technically the reason it’s no longer open source) somehow has to do with Atlassian or their plugin marketplace?

Feel like the (totally impractical) fediverse end-game would be for each individual to have their own activitypub service, and federation happening on a person-by-person basis. So you retain some control over anything you publish, and your history is yours to keep.

As others have said, changing UPS batteries is required maintenance, and I agree 18-24 months is the typical service life for even high-end UPSs. However, you may want to look into LiFePO4 based UPSs, which can handle many more charge-discharge cycles and often have 5-year warranties. More expensive and potentially not as recyclable as lead acid batteries, but maybe appropriate for your use case.

When did we get away from saying “X - formerly known as Twitter” ? I liked seeing that gentle nudge in every headline.

Maybe true, but even at $3500 the Vision Pro would be about the cheapest thing in the operating theater anyway.

Mine’s more like an LLM - exposed to a vast quantity of technical terms that they don’t really understand, but can mash them together well enough to make coherent-sounding statements in JIRA

Who is your PM or senior assigning the tasks? You need to take this up with them – everyone always needs a couple of quick hits in their back pocket. When you stall out grinding on task after impossible task it kills your motivation and productivity, and that’s your boss’s job to fix.