Caleb

Providing value to the world, one step at a time.

[Caleb @calebyhns]

Yes, I would agree that for clicking, modern LLMs are good enough to handle it on it's own and are quite cost efficient, however, when you are trying to understand and extract more complex data from screenshots with lots of elements, it becomes harder and harder to consistenly rely on LLMs.

Self-hosted grounding models never change weights on it's own, and offer much better predictability with quicker times, so in the instance that you cannot rely on the LLM, grounding models are an excellent alternative.

[Caleb @calebyhns]

Having worked at a yc-backed startup building CUAs for over a year, I learned a thing or two.

This article goes over everything you need to know, with code examples and an open-source version of a CUA-building platform as well. https://t.co/wnmKUM2dq6

[Caleb @calebyhns]

@VyomKulsh26 Frontier LLMs should be able to understand when the window is out of focus. In the instance that it is not, I would recommend:

1. trying to concisely provide context on how to prevent this issue should it arise, or:
2. try to deterministically avoid dialog popups

[Caleb @calebyhns]

@jul1anodev This is a good guardrail for AI models going off-course!

[Caleb @calebyhns]

It's movements whilst manipulating the VM can seem erratic, as it does move very fast, however in terms of the steps it takes to complete the process, is all based on how you define the tasks.

Agents nowadays can do their own discovery process and naturally find good ways to complete the tasks.

[Openly @openlybuilt]

Computer-use, by Openly. Build your own computer-using agents, with or without code.

100% free.
100% open-source.
No-code tools supported.

https://t.co/Crj9e75k1E

[Caleb @calebyhns]

@AbdulElSayed As an Ottawa native, I second this statement.

[Caleb @calebyhns]

@KlausCodes Lmao I saw his post just above urs

[Caleb @calebyhns]

@matthewjgunton @NovoflowHealth Great working with you guys! Really sped up moondream for us :)

[Caleb @calebyhns]

@ericzhu Shoutout spermracing

[Caleb @calebyhns]

Things you’ll only find in SF

[Caleb @calebyhns]

Grind never stops…

Airplane wifi is so shit tho lol

[Caleb @calebyhns]

I’m flying to SF in a week, kinda nervous…

[Arib 🇺🇸🇵🇰 @aribk24]

so many soft founders in sf

holy fuck

I don’t care how much you raised or who backed you

go make some revenue

[Caleb @calebyhns]

@harvpark What u guys are building is sick. Sent you a dm

[Caleb @calebyhns]

Does zero even exist?

[Caleb @calebyhns]

Nothing will ever be harder than starting a company.

[Caleb @calebyhns]

@adiprasadd @nicholaschen__ 2/10 ragebait

[Caleb @calebyhns]

@tamanikarim50 Thank you brother!

[Caleb @calebyhns]

How does raising funding actually work at the seed round? Do you manually reach out to investors, or do they come to you?