Torsten Slok
ON THE RECORD · 6 verbatim quotes · every quote source-verified
“delivered zero financial payoff”
Torsten Slok · said 2026-10-24 · reported 2026-10-24
On Saturday, Slok declared that AI has delivered zero financial payoff to U.S. companies outside of the big hyperscalers.
“Judgment depends on context, and the answer varies with which human or which model you ask. Perhaps most importantly, AI does not understand accountability, trust, culture, unwritten rules, ethical trade-offs or fairness, all of which shape reputational risk and ultimately drive revenue growth and profit margins.”
Torsten Slok · said 2026-10-24 · reported 2026-10-24
Slok wrote that AI does not understand accountability, trust, culture, or ethical trade-offs, all of which shape reputational risk and drive revenue growth.
“Maybe that will come in the future. Maybe not,”
Torsten Slok · said 2026-10-20 · reported 2026-10-24
Slok warned that there is little sign of higher revenue growth, bigger profits, or substantial savings from AI at scale.
“AI may be a great calculator, but in business, intelligence is mostly judgment,”
Torsten Slok · said 2026-10-24 · reported 2026-10-24
Slok wrote that even as AI becomes cheaper and commoditized, mainstream companies may struggle to use it to boost financial results.
“How much compute and how many data centers are needed depends on the returns firms are able to generate with that compute. So far, the AI payoff for firms has been slow to materialize, implying a growing reluctance to pay for AI services.”
Torsten Slok · said 2026-10-20 · reported 2026-10-24
Slok explained that data-center demand depends on the returns firms can generate with compute, which has so far been slow to materialize.
“The core economic flaw in the AI bull case is that the marginal cost of producing compute exceeds the marginal benefit it delivers to users, raising questions about claims of unlimited demand for data centers,”
Torsten Slok · said 2026-10-20 · reported 2026-10-24
Slok issued a series of warnings about the AI boom, arguing on Tuesday that the marginal cost of producing compute exceeds the marginal benefit to users.