At one point I had some smaller model draw bounding boxes around everything that looked interactable and labels like "e3" ... then asked the model to tell me "click on e3". Did not work in my tests was pretty much as bad as x,y.

I tested Qwen3.6, Gemma4, Nemotron3-nano-omni. They fully hallucinate x,y coords. (did not try GLM-5V yet)

GPT-5.5 can easily do it. But also Vocaela, a tiny 500M model, is quite good at it. Hope they improve the training for x,y clicking soon on the smallish multi-modals.

Recently slopped a http service together just so my local models can click, instead of relying on all the wild ways agents currently hack into the browser (browser-use, browser-harness, agent-browser, dev-browser etc) https://github.com/julius/vocaela-click-coords-http

"The dot product itself is a geometrically impoverished measure, primarily capturing alignment while conflating magnitude with direction and often obscuring more complex structural and spatial relationships [10, 11, 4, 61, 17]. Furthermore, the way current activation functions achieve non-linearity can exacerbate this issue. For instance, ReLU (f (x) = max(0, x)) maps all negative pre-activations, which can signify a spectrum of relationships from weak dissimilarity to strong anti-alignment, to a single zero output. This thresholding, while promoting sparsity, means the network treats diverse inputs as uniformly orthogonal or linearly independent for onward signal propagation. Such a coarse-graining of geometric relationships leads to a tangible loss of information regarding the degree and nature of anti-alignment or other neg- ative linear dependencies. This information loss, coupled with the inherent limitations of the dot product, highlights a fundamental challenge."

Do you solve these issues for customers? Or are you only targeting people who already are happy bitcoin wallet users? Are stablecoins part of your strategy?

Given how Visa,Mastercard,Paypal are seen as bad actors. Do you think you can capitalize on that, possibly partnering with Valve or something of that sort?

From talking to AI, it seems the main issues would be:

- SEO (googlebot)

- Social Media Sharing

- CSP heavy envs could be trouble

Is this right?

The future will be wild. "Hey ChatGPT, lets play Counterstrike on the Enterprise-D. Counter-Terrorists agains Spongebobs"

What are you personally doing with the yearly goals in that file. Are you copy and pasting them from last week, or are you typing them down everytime to re-iterate them (and possibly even modify) ?

Considering just the initial mining and construction, bodies with low gravity and proximity to the earth feel like an efficient starting point, right? I always thought the moon would be a good place to bootstrap the first few thousand space habitats.

Your point about energy will probably be the biggest deal. Wondering how complicated it would be to ship a bunch of nuclear reactors to the moon. There seems to be quite a few companies working on small, "mass produced" reactors currently.

- Realized its VSCode -- started downloading

- Stopped the download when I saw AI -- cannot work on company code

Will definately try this when AI is disabled.

He took the pills 6 years ago still not killed by cancer. And of course this is n=1. The first thing he says after taking the pills is "Lets hope this does not kill me" :D

https://www.youtube.com/watch?v=aoczYXJeMY4

Comments URL: https://news.ycombinator.com/item?id=40594743

Points: 100

# Comments: 35

Would you mind sharing some of your prototype to production journey?

- How did you find companies that make the parts (pcb, enclosure)?

- How do you assemble all the parts (do you do that yourself or did you find a company to do that for you)?