Tether’s own AI study shows when buying a laptop costs more than cloud tokens

Tether’s October 20 announcement of an investment in AI computing company Tenstorrent extends CEO Paolo Ardoino’s push for user-controlled technology. Yet QVAC, the stablecoin issuer’s local AI platform, shows why buying a laptop will not save every user money. The constraint is usage. In one dense-model scenario, QVAC’s estimated output over a working month falls short of the volume needed to cover a new machine’s assumed cost against cheap cloud access. Existing device owners face a different calculation because they have no new purchase to recover. Tether announced its participation as part of its effort to give developers and businesses more control over computing. Tenstorrent said on October 19 that it had closed a $1.5 billion Series E at a $6.2 billion post-money valuation. Tether’s individual commitment was not disclosed.

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