LightRest Ltd's 'LAGK' Initiative - Leverage-Aware Governance Kernal

Most discussions around AI safety focus on what models know or whether outputs are correct. But since 2019, I’ve been working on something slightly different: What actually matters is what knowledge becomes usable; but also how quickly it transfers capability. A piece of information isn’t neutral once it can be acted on. Some knowledge scales fast, compresses into action easily, and propogates realizable outcomes (good or bad). So I’ve been developing a framework called the Leverage-Aware Governance Kernel.