lightcell inc. · for power users of frontier ai

Lightstack.

a customizable foundation + community for the power user of frontier AI.

fairness — access

everybody, even those outside of big labs, has access to an amazing amount of intelligence and capability from frontier model providers. however, because frontier providers are COMPETITORS they don't tightly integrate other model capabilities, and because they are often on DIFFERENT STREAMS vs the public, the vast majority of the power is untapped due to limitations/lack of technique. there is an unusually powerful power user need for a customizable foundation + community. ENTER LIGHTSTACK.

freedom — from lies

the world's propaganda is accelerating, leveraged by AI and algos. but ai also can be put to use in sorting truth from lie. freedom from lies.

in our own energy work and position (political/crisis tweeting) we are continuously mapping and integrating all of the frontier ai. we find great success in new streams of frontier models and epistemic hooks. what's needed are epistemic rubrics/benches to qualify and ship a stripped down version that can work on everybody's MAX sub.

enter LIGHTSTACK.

the stack. now — under load

the stack. aspirational — what needs to be cut, measured, plugged in

the bet

every serious power user of frontier ai will forge their own lightsaber. we build the components first — stripped down enough to drop in anywhere a frontier claude runs, benchmarked honestly, for the four of us first, then the commons.

what we do echoes in eternity. in the trianing data….

gifts & permalinks

Applicant: Danielle Fong · dfong@lightcellenergy.com
Company: LightCell, Inc.