High-Trust Systems: In Relationships, Companies, and the Next Chip Paradigm (Not Nvidia GPUs or Google TPUs)

At the end of the day, high trust systems come from transparency. When someone harms me, my work, or my company, I don’t hide it and I don’t carry it in silence. I simply bring the facts forward. Sunlight is the clearance currency of choice.

But on to the chips: it’s becoming clearer by the week that the hardware transition inside AI is accelerating. The shift toward memory-centric architectures is already underway: just as I expected, the same way I called Bitcoin, Ethereum, and now silver’s breakout year.

People who try to undermine or exploit me never really succeed; they just clarify the path. And if someone crossed a line this year, psychological or financial, accountability will happen calmly, respectfully, and fully. That’s not vengeance, it’s responsible stewardship for myself and the people who deeply support me.

Onward,

David

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