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AI: Jobs, Power & Money
21SEP

Bank of Japan flags AI demand as a risk

3 min read
16:45UTC

The Bank of Japan named AI-related demand the second of its main risks on 30 October; three days later Ireland's central bank governor flagged the debt behind AI investment.

EconomicAssessed
Key takeaway

Japan's and Ireland's central banks now warn that AI investment could outrun the profits paying for it.

The Bank of Japan (BoJ) named "developments in AI-related demand" the second of its main risks in its quarterly Outlook Report on 30 October. If profits do not keep pace with the investment, "adjustment pressure could arise", the report says, for example through asset prices⁠1. Dearer semiconductors have already lifted Japanese durable-goods prices, and copper, materials and machinery prices are rising in trade between firms; the same chip demand led TSMC to raise its revenue forecast in October.

A box in the report traces hyperscaler demand (the spending of the largest cloud operators) down to Japanese makers of power and air-conditioning equipment, and through the September Tankan, the BoJ's quarterly survey of business conditions, to smaller firms. On jobs, the BoJ reads AI the other way round from most Western debate. Japan is short of workers, so the bank treats AI as "labor-saving investment" that tighter labour markets "could accelerate", and its worry is that the substitution of labour with capital "does not sufficiently progress".

In Dublin on 2 November, Gabriel Makhlouf, governor of the Central Bank of Ireland, said AI investment "has supported domestic activity" and flagged "the scale of the debt financing driving these investments" as a stability risk⁠2. Ireland hosts a large share of Europe's hyperscaler data centres. Credit markets have already priced strain at one AI borrower: Oracle's credit default swap spread, the cost of insuring its debt against default, reached its 2008 level in July, Apollo's chief economist Torsten Slok said.

Deep Analysis

In plain English

Central banks set interest rates and watch for dangers to the financial system. Two of them spoke about AI in the same week. The Bank of Japan said huge spending on AI by the largest cloud companies is boosting Japanese factories that make chips, robots, and power and cooling equipment. Its worry is that if that spending does not earn enough profit, prices of shares and other assets could fall. Ireland's central bank governor, Gabriel Makhlouf, said AI building has helped Ireland's economy. He warned that much of it is paid for with borrowed money, which could cause trouble for lenders if the boom fades.

Deep Analysis
Root Causes

Japan's labour force is shrinking, so Japanese firms buy machines to replace workers they cannot hire. That is why the BoJ treats AI as "labor-saving investment" and fears it will not spread fast enough.

Ireland's exposure comes from where hyperscalers put their European data centres. The governor's concern is the borrowing: much of the build-out is financed with debt, so a fall in AI profits would land on lenders and bond holders as well as on the tech firms.

Japan's exposure runs through its exporters. Hyperscaler orders have widened from chips to production equipment, industrial robots and power and cooling gear, which links smaller Japanese suppliers to the same cycle.

What could happen next?
  • Risk

    A fall in AI profitability would reach Japan through exporters' orders and Ireland through the debt financing local data-centre activity.

    Medium term · Suggested
  • Meaning

    Two central banks now treat AI chiefly as a financial-stability and price question rather than an unemployment question.

    Immediate · Assessed
  • Precedent

    The BoJ's framing gives other ageing economies a template that treats slow AI adoption, not fast adoption, as the supply risk.

    Long term · Suggested
First Reported In

Update #22 · Central banks see AI before payrolls do

Bank of Japan· 6 Nov 2026
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Causes and effects
This Event
Bank of Japan flags AI demand as a risk
The Bank of Japan and the Central Bank of Ireland now list AI investment as a financial-stability risk.
Different Perspectives
Korea's four largest banks, as reported by News1
Korea's four largest banks, as reported by News1
KB Kookmin, Shinhan, Hana and Woori rehired 1,013 retirees last year, equal to 79.1% of their graduate intake, according to News1. Graduates face a smaller entry intake while returners take fixed-term credit-screening roles at lower pay, News1 reports.
High Court of Justice of Madrid
High Court of Justice of Madrid
The court's employment chamber ruled in judgment 864/2026, dated 8 October and made public in early November, that introducing AI is not on its own a ground for dismissal. Employers must prove AI's effect through the four causes the Workers' Statute already lists.
Singapore Ministry of Manpower
Singapore Ministry of Manpower
The Singapore Ministry of Manpower put third-quarter retrenchments at 4,800, concentrated in information and communications, financial services and manufacturing, with business reorganisation the main driver. Its release does not mention AI.
Challenger, Gray & Christmas
Challenger, Gray & Christmas
Challenger reported on 5 November that market and economic conditions overtook AI as the leading stated reason for 2026's US job cuts, at 130,531 against 121,401. AI was cited for 1,265 cuts in October, its lowest month of the year.
Office for Budget Responsibility
Office for Budget Responsibility
The OBR's 28 October outlook showed output per worker in information and communication growing 7.6% a year, yet kept AI's boost to UK productivity at 0.2 percentage points a year. It does not attribute the faster growth to AI.
Central Bank of Ireland
Central Bank of Ireland
Governor Gabriel Makhlouf said on 2 November that AI investment has supported Irish activity and flagged the debt financing behind it as a financial-stability risk. On jobs, he named skills bottlenecks and mismatches, not job losses.

Written with AI from Lowdown's published reporting. Not individually reviewed by an editor. Editorial standards.