AI-assisted research analysis by FutureKnowledge. Sources checked 19 October 2026. This is not investment advice.
The worries about how the AI build-out is being paid for turned into specific events over the weekend. Microsoft has reportedly walked away from a planned data centre with Nscale, a fast-growing British AI cloud company that is preparing a US listing. DeepSeek, the Chinese AI developer, released another update to a model it says is faster and leaner. On Monday Asian chip shares fell again. This analysis explains why investors are now focused on AI financing, and what it means for India.
What happened
On Sunday 18 October Britain’s Telegraph reported that Microsoft had ended its agreement for an Nscale facility in Loughton, Essex. Reuters, in a report carried by Business Standard, said Microsoft is one of Nscale’s two largest customers. The project had suffered repeated delays, and grid officials reportedly did not expect to supply power to the site until the 2030s. No reason was given, and Microsoft declined to comment. Nscale said its relationship with Microsoft “remains strong and long-term”. It added that the grid problem does not affect its other contracts.
The timing is awkward for Nscale. Its registration statement filed with the US Securities and Exchange Commission on 18 September seeks a New York Stock Exchange listing. The filing reports $103.4 billion of “active and contracted” total contract value at 31 August, but only $2.6 billion of that was active. It also lists about 25,000 active GPUs against roughly 461,000 active and contracted, and warns that a substantial portion of revenue comes from a limited number of customers. The filing puts Anthropic’s agreements at up to about $44.6 billion. According to The Next Web, Nscale is aiming to raise up to $3 billion.
Separately, DeepSeek released V4.1-Flash-1017 late on Saturday 17 October. Bloomberg, via Yahoo Finance, reported that the company described it as a minor update with faster task completion and shorter outputs. SiliconANGLE reported that DeepSeek’s own tests showed 77% of tasks resolved on a software-engineering benchmark, up from 74.2%, with prices unchanged.
Markets reacted on Monday. NewsBytes reported that Korea’s Kospi fell as much as 3.2% and that Samsung Electronics and SK Hynix each dropped more than 4% before paring losses. TokenPost reported that a regional chip gauge fell more than 2% to its lowest since July, with TSMC, SK Hynix and Advantest the biggest drags.
Why it is happening
The common thread is money, not demand. Many AI data centres are built by “neoclouds”, specialist operators that borrow heavily against long contracts with a few large customers. Higher interest rates make that model fragile. Bloomberg, in a report carried by the Taipei Times, said CoreWeave shares fell 25% last week, their worst week since November 2025. The cost of insuring its bonds against default reached a record intraday high, and swaps priced in a better-than-60% chance of default within five years.
A 19 October round-up by EnterpriseAM, drawing on the Financial Times and others, listed bonds tied to data centre projects for Meta, Microsoft and Oracle trading well below face value. It also cited a Gartner estimate that data centre owners need $8.5 trillion in revenue by 2030, against $3.6 trillion expected spending on AI services. Australia’s Firmus pulled its listing earlier this month. The same round-up reported that Anthropic can exit its Nscale deal if financing or delivery dates are missed.
DeepSeek adds a second worry. Its September V4.1-Flash release was pitched as needing far less memory per token, and every efficiency gain raises the question of whether today’s memory and GPU orders will be needed at the scale planned. That matters most to Korean memory makers. A Reuters report carried by BusinessDay said the Kospi fell 8% on 15 October and that Asia-focused stock pickers lost 6.8% in the first half of October, according to Goldman Sachs prime brokerage data.
How it affects India
India is on both sides of this trade. India has fewer AI hardware stocks than Korea or Taiwan, so the sell-off hits its indices less directly. It still hits them. According to Business Standard’s live market coverage, the Sensex was down 910 points, or 1.22%, at 73,819 at 2 pm on Monday. Banks and Infosys were among the main drags.
The bigger link is the real economy. India is trying to become a major data centre hub. CBRE data reported by Deccan Herald show about $173 billion of investment commitments since 2021, about $38 billion of it in the first half of 2026. More than 15% is AI-linked, and installed capacity is heading towards 2 GW by the end of 2026. The Adani group’s February announcement committed $100 billion to AI-ready data centres by 2035, with Google and Microsoft named as campus partners. The Nscale case shows the risks these plans share: a hyperscaler can walk away, power can arrive late, and lenders price that in.
Who is more or less exposed
- More exposed: data centre developers that rely on one or two anchor tenants and short-dated or high-yield debt; power and equipment suppliers whose order books depend on projects not yet financed; and memory and GPU supply chains if efficiency gains slow ordering.
- Less exposed: operators backed by large balance sheets or with signed, powered capacity; and businesses that use AI rather than build it, which may benefit if cheaper models lower their costs.
- Mixed: Indian IT services firms, which can win from cheaper AI tools but lose if clients cut technology budgets during a sell-off.
Scenarios to watch
These are conditional scenarios, not predictions.
| Scenario | Condition | Likely effect |
|---|---|---|
| Stabilisation | Big Tech results this week confirm capital spending plans and US yields ease | Funding fears fade; Asian chip shares recover; Indian data centre financing is unaffected |
| Selective squeeze | Neocloud listings are delayed or repriced while hyperscaler spending holds | Weaker developers lose tenants or pay more to borrow; stronger groups gain share |
| Broad pullback | Hyperscalers trim capex and more contracts are cancelled | Wider sell-off in chip and power stocks; Indian projects face slower tenant commitments |
What to watch next
- Meta and Tesla results this week, for signs of AI spending plans.
- Whether Nscale updates its SEC filing or changes its listing timetable.
- CoreWeave bond prices and credit default swap levels.
- Tenant announcements and financing for Indian data centre campuses.
Bottom line
The AI build-out is not stopping, but the market has started to separate projects with power, customers and cheap funding from those without. Microsoft’s reported exit from Loughton is a small deal with a large signal. For India, which is courting the same hyperscalers and lenders, the lesson is that power connections and tenant commitments matter as much as headline investment pledges.
Method: this article compares reporting from Reuters (via Business Standard and BusinessDay), Bloomberg (via Yahoo Finance and the Taipei Times), The Next Web, SiliconANGLE, NewsBytes, TokenPost, EnterpriseAM and Deccan Herald with Nscale’s 18 September 2026 SEC registration statement and the Adani group’s own release. Where reports differed, such as the size of the Anthropic contract, we used the filing. Exposure and scenario sections are FutureKnowledge analysis.