local LLMs builds tool that does exactly what user wants, how it wants it, which is bext UX
this becomes AI literacy
LLMs already nicely bridge the gap form "I want this" to "here's a local page that does it".
examples of tools i have built that requires almost very low tech knowledge
* push a button on my phone to take screenshot in my mac (when i watch videos)
* help me exercise, gamify it for me
* "help me track time spent online to how it impacts what i do in real life, built a tool that rewards and me points me towads things that make me DO things online"
* i want to improve my writing, give me exercises and build addiitonal tools (leading to an "append only" digital keyboard i use to exercise )
local AI can already create these tools, and no external company is ever going to beat me/the-user because instead of getting features i don't want, or that almost do what i want, or that do something that advantages the company they just do what I want
Repositories of tools-as-ideas created by others are quite often just index.html and ... that's all? manage data in localstorage, end of it?
Online inferences is still needed for large data (audio/video/images) processing. For now? we don't know, history suggests we'll have the capabilities to do that locally "soon". Or maybe not :)
The main issue is "online for collaboration". Not same user across different devices, that is easy.
MeteorJS-style approaches (making local copies of part of dbs, reconcile to remote/origin) seems to be an interesting possibility at small scale, since once you have the right primitives in place you can go horizontally everywhere.
I fear that easier it gets to run models locally, more expensive all the hardware gets. So at the same time it gets further and further. You should have bought the hardware yesterday.
This is a misleading post, of course they can/will. Elon's comment is referencing a specific a memory bandwidth limitation of HW3 (1/8 memory). The solution is to upgrade to > HW4 as a retrofit.
I think zooming is effective when it's used in isolation for discrete things. It does add a sense of delight, but there is a functional usefulness of this that I'm trying to wrap my head around.. perhaps a transition effect for an immersive demo, etc.. nice work.
We’re building the operating system for medical AI agents—enabling at-home diagnostics with computer vision and voice AI to deliver continuous, equitable care in a broken system. Targeting asynchronous care, we serve hospitals, rural and specialty clinics with >85% diagnostic accuracy and >70% patient engagement.
- AI Platform Engineer: Scale vision-language models, voice AI (emotion/intent), 3D/hyperspectral pipelines, multi-agent systems, FHIR integrations.
- ML Engineer: Fine-tune VLMs (e.g., Moondream) on Med-VQA/RAD for medical VQA, detection, captioning. Optimize for on-device.
- Front-End Engineer: React UIs for patients/providers with voice and diagnostic visualization.
- Mobile Engineer: Develop native iOS (Swift/SwiftUI) apps for seamless voice (ElevenLabs), camera capture, intents and conversational workflows.
- Open Application for Unconventional Talent (tell us / show us? let's chat)
Lean team (5), high ownership, remote-first. Open to contracting roles.
Apply → Email tmartin@copilothealth.com with “HN [Role]”, resume / github / research. We reply fast.
They're being illogical. Elon doesn't get paid unless the company executes, which he's already succeeded in his prior pay package. Pure irrational thinking. And much of the comments on this post reflect similar idiocy.
Revenue is flat last three years, profits halved, margins crushed and there will be no profits without the EV credit...Valuation still priced like 2021...
> I became my father’s assistant, carrying props, rehearsing patter, acting as the straight man. But I was also his skeptic. If a trick fooled me, I made it my job to discover how. When he succeeded, I applauded; when I found the secret, I felt the satisfaction of uncovering a law of nature.
I find this beautiful
> My father taught me to vanish before I learned to appear. Science taught me to appear without vanishing — to stand by evidence, to let truth emerge even when it contradicted the spectacle.
I think the future will probably be a hybrid of:
1. local AI for simple, private, everyday tasks
2. online AI for very hard or long tasks