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AI & Enterprise

[Tech Insight] \"Enterprise AI agents do not need the latest models\"

Daniel Kornum (대니얼 코넘), who leads forward deployed engineers at Varick, wrote that enterprise AI agents do not need the latest models. He said models 1 to 2 generations behind can handle most finance, HR, sales and procurement tasks. Using an invoice-processing example, he argued most mismatches come from missing context, exceptions and data errors rather than model limits. He said newer models raise costs and require repeated validation.

Crypto

Crypto regulation enters new phase as tokenised securities partnerships accelerate

U.S. regulators are moving ahead with crypto oversight after the Clarity Act stalled in the Senate, issuing a joint SEC-CFTC interpretation on six tokens and approving listings of 3-times leveraged ETFs. Bitcoin recovered to around $86,000 on a weekly close, while XRP drew attention ahead of Evernode’s Nasdaq debut. In South Korea, the government plans tighter monitoring of cross-border digital-asset transfers, and financial firms are accelerating partnerships ahead of a tokenised securities regime due in February.

Industry

Esports matches excite like exercise but calorie burn remains low, study finds

Esports players’ heart rates surge during matches, but their actual energy expenditure is lower than in typical exercise, a study found. Researchers including Masaryk University reviewed 176 papers and analysed five studies measuring physiological changes during games ranging from League of Legends to Counter-Strike and FIFA. Heart rates rose sharply in some cases, but energy use stayed around 1.3 to 2.5 kcal per minute, consistent with light activity.