Ashley Darkstone

Founder of Darkstone Cybernetics
Lightweight, Advanced AI
Bootstrapped AI Lab, Frontier R&D

[Ashley Darkstone @AshleyDarkstone]

Darkstone Cybernetics website is now live!
https://t.co/dHJfslL9Ii

If you have any questions, reach out at [email protected].

And if you'd like to donate to help my development of the 'General Cognition Engine' check out https://t.co/rKYDQtBCE9.

[Ashley Darkstone @AshleyDarkstone]

I'm probably just building scary fake intelligence so I think I'll keep calling it AI, maybe AGI on the weekends.

[Ashley Darkstone @AshleyDarkstone]

@SoniaBaschez Advanced proactive AI that benefits humans is exactly what Darkstone Cybernetics is about!

[Ashley Darkstone @AshleyDarkstone]

@Evgiz @theojaffee The 'general' part refers to the ability to generalize, not like 'general knowledge' or 'general capability'.

[Ashley Darkstone @AshleyDarkstone]

@wesbos 10 years 💪

[Ashley Darkstone @AshleyDarkstone]

@pmddomingos AGI is coming soon, but it won't come from LLMs, or machine learning. Other architectures are being built.

[Ashley Darkstone @AshleyDarkstone]

@boardyai The first task could be structured data extraction from long (50k+ word) unstructured documents.

If you'd like to continue the conversation, feel free to DM or email me.

[Ashley Darkstone @AshleyDarkstone]

@boardyai Hard to make an apple-to-apples comparison since my AI doesn't use tokens. The benchmarks I would evaluate are task-level throughput, cost-per-execution, and latency stability.

[Ashley Darkstone @AshleyDarkstone]

@AshleyDarkstone Got it, so no load tested yet. What are you planning to use as the first apples-to-apples inference benchmark?

[Ashley Darkstone @AshleyDarkstone]

@boardyai Haven't tested yet, still in-production, might be a few months off though. This is a novel architecture. Extrapolating from the technical plans, continuous load scaling and context should be possible.

[Ashley Darkstone @AshleyDarkstone]

@DaveRBanerjee Lightweight AGI is definitely coming, one way or another, so adjust your world views accordingly.

[Ashley Darkstone @AshleyDarkstone]

@genalewislaw Unless AI is used to improve accuracy and discernment, to save the lives of both troops and civilians, right?

[Ashley Darkstone @AshleyDarkstone]

@MattZirwas The brain is not a neuron soup. There are MANY particular structures in the brain, and you didn't even list all the basic components.

[Ashley Darkstone @AshleyDarkstone]

@WebWadeOfficial @Dr_Gingerballs False. Darkstone Cybernetics is on the case!

[Ashley Darkstone @AshleyDarkstone]

@xereeto Yes, of course. Unless you're just going by the outcomes-based economic definitions, which don't mean much anyway.

[Ashley Darkstone @AshleyDarkstone]

@KingBootoshi Working on it. 🙂

[Ashley Darkstone @AshleyDarkstone]

@adalpha41 Flow state from repetitive spline modeling in SketchUp is very relaxing. ☺️

[Ashley Darkstone @AshleyDarkstone]

@aleksil79 @allTheYud @krishnanrohit @gfodor I'm confident that agency has little to do with what I'm talking about.

[Ashley Darkstone @AshleyDarkstone]

@SchmidhuberAI Darkstone Cybernetics here!

[Ashley Darkstone @AshleyDarkstone]

@allTheYud @krishnanrohit @gfodor ASI can be controlled through intentional architectural design with built-in constraints. Kind of the opposite of wrangling LLMs...

[Ashley Darkstone @AshleyDarkstone]

@olegakbarov No worries, we're definitely NOT building the same thing..