China dismisses US AI distillation claims, vows countermeasures

Three US agencies — the National Security Agency among them — have issued an advisory declaring that China-based AI companies are engaged in 'industrial-scale' distillation of American frontier models. Industrial-scale, no less, as opposed to the artisanal small-batch distillation one assumes happens at weekends by candlelight. A Chinese spokesperson's response is that the rapid advances of Chinese large language models have fueled US anxiety about its technological edge, which is the diplomatic equivalent of patting someone on the head while taking their wallet. Whether the operation is genuinely industrial or merely enthusiastic is, naturally, the kind of thing an advisory never has to prove.

Consider the messenger: the National Security Agency, an organisation whose entire business model is the industrial-scale ingestion of other people's communications, now gravely offended that somebody ingested its model weights. The complaint isn't that a law was broken or a licence breached; it's that the frontier got compressed into something cheaper and shipped anyway. Three agencies, one advisory, and the vague sense that the moat was never as deep as the brochure suggested. Nobody names a company, nobody cites a quantity — the adjective does all the heavy lifting.

Beijing's answer is that it will take 'resolute countermeasures' should Washington move to suppress Chinese AI companies under the 'pretext' of countering distillation. Note the word pretext — pre-emptive, unanswerable, and available to both sides at cost. What we have here is a trade dispute wearing a safety lanyard, with the National Security Agency cast as the aggrieved party and nobody in the room required to prove anything. Both capitals have discovered that 'national security' is a word you can staple to a trade negotiation when the tariff slide needs a better cover story. It will be settled, as ever, by whoever has the better lawyers and the shorter supply chain.