What comes to mind is you have some code that you want other ppl to be able to interact with, then you want to store data somewhere so you provision a database, then you need somewhere to host that code so you spin up a server then plop your code into that server and make it publicly accessible. I get that there are other parts like networking, security, RBAC/permissions, Linux commands, scalability/maintainability, API, cloud infrastructure, version and change management. But does it basically boil down to those three things: Code Database Server Thanks submitted by /u/throwaway0134hdj [link] [留言]

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AI email client built for focus. Runs locally on your Mac Discussion | Link

Secure way to share apps built with AI Agents Discussion | Link

As Cognition reaches $492 million in annualized revenue run rate, it more than doubled its valuation in eight months, it says.

AI can now realistically simulate massive crowds and public events. The scary part isn’t the quality anymore. It’s how quickly people are discovering creative ways to use it. Reality online is about to get very confusing. 💀 submitted by /u/Old_Establishment287 [link] [留言]

A calmer way to visualize & plan across timezones Discussion | Link

The company I work for was bought up and in the new company, one of my responsibilities will be developing our website. The issue is that the website was built by an external agency. And almost any change to the website have to be implemented by them. And of course they charge for every change. They own both the backend and frontend side of the website. I can basically only add text and images. I wonder what exactly I should advise my new boss(whom really doesn’t like it and wants to make several changes). Is it really an option to move the site to a different hosting plattform and build another theme? Which seems like last resort. And not even sure if that is really feasible either. Hiring a developer would probably be more costly and I am decent with front end, but not enough experience with backend. So don’t think I can do it myself. Should I just cave and downgrade my position? Asking for higher access will probably be rejected. This is how they make money. Hopefully this is the correct sub, and someone have some insights and experience! submitted by /u/craigularperson [link] [留言]

I'm working on a project that translates any language into English. So far, I've tried NMT models like NLLB, MADLAD, and SeamlessM4T v2. The main issue is that they struggle with proper nouns such as: - names - places - dates - organizations I also tried LLMs like Gemma 4, Qwen 3 4B, and Aya Tiny Global, but the issue still persists. The LLMs sometimes partially translate or modify entity names as well. I even tried NER masking / placeholder replacement before translation, but multilingual NER itself becomes a bottleneck. Most NER models only work reliably for a limited set of languages, while my dataset contains 100+ languages, including many low-resource ones. How do production systems usually handle this problem? Are there better multilingual translation models, multilingual NER approaches, or decoding techniques for preserving entities properly? Requirements: - Support for 100+ languages - Runs locally on an RTX GPU - Model size under 7B - English is always the target language. submitted by /u/Illustrious_Age_2792 [link] [留言]

Advances in adapters mean you could ditch Wi-Fi for better performance.

Starship is grounded until SpaceX finds out why the first V3 booster failed during its first test flight.

Designed by Jony Ive and a host of ex-Cupertino colleagues, the Luce shows us what might have been had Apple made good on its $10 billion bet.

Nvidia says the Control Panel's features have been migrated to the Nvidia app.

“Republicans are just going to have to suck it up and get it done,” says one Trump aide about the funding melee. The votes, though, may simply not be there.