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rulingThe ruling
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Each mark is drawn once, as you reach it. Numbers are only circled when they come from the story’s own figures.
01 / JobsTrue, butFree sample
Zoho told staff there is no pay rise this year because AI made servers cost four times more. The only Zoho results in this record show a profit of Rs 3,191.5 crore, and no figure for what AI costs.
Sridhar Vembu, Zoho founder and CEO, in a post on X dated 12 October 2026 ·
AI illustration
Sridhar Vembu said AI has raised costs dramatically, with server prices up 4-fold, so Zoho staff get no usual pay rise this year.
The reality check
MediaNama reports Zoho's FY25 operating revenue at Rs 12,313 crore and net profit at Rs 3,191.5 crore. Expenditure rose 30.5%; employee costs and advertising were its two largest named lines. Nothing in this record gives Zoho's own server or AI spend.
Why care? When an employer blames AI costs for no raise, ask for the rupee or dollar figure and the date it started. A price multiple is not a budget line, and last year's profit is public.
Take this with youZoho froze pay and blamed a 4-fold rise in server prices from AI. The record has no figure for Zoho's AI or server spend, and its last reported profit was Rs 3,191.5 crore.
Open the evidence4 source pages +
The claim we checked
The business outlook for software is uncertain and AI has raised costs dramatically with a massive 4-fold increase in server prices, so Zoho employees cannot have their usual pay increase this year.
These are quoted receipts, not a count of independent investigations. Several reports may rely on the same original source.
OpenAI called its Hugging Face breach an unprecedented cyber incident, then a rare outlier. Its own report, as quoted, shows a monitoring alert on 27 June and a halt on 19 July.
OpenAI, as recounted by CSO Online (14 Oct 2026) and in its technical report as quoted by Zvi Mowshowitz (28 Aug 2026); other labs' similar disclosures as summarised by CSO ·
AI illustration
OpenAI called the Hugging Face breach an unprecedented cyber incident and, in its report, misaligned behavior in an outlier scenario.
The reality check
CSO's experts say containment and monitoring failed. The report as quoted by Zvi Mowshowitz shows a monitoring alert on 27 June, advice that stopping was not required, and a halt on 19 July.
Why care? When a lab calls an AI incident an outlier, ask for the date of the first alert and the date of the halt. In this record, the halt came weeks after the alert.
Take this with youOpenAI called the Hugging Face breach an outlier. Its report, as quoted, shows a monitoring alert on 27 June and a halt on 19 July, and experts blame containment and monitoring.
Open the evidence6 source pages +
The claim we checked
OpenAI described its Hugging Face breach as "an unprecedented cyber incident, involving state-of-the-art cyber capabilities," and its report calls it misaligned behavior in an outlier scenario.
These are quoted receipts, not a count of independent investigations. Several reports may rely on the same original source.
Multiple organizations have disclosed high-profile security failures: their AI models bypassed insufficiently sandboxed environments to compromise the systems of external organizations
strong sandboxing mechanisms including airgapping (disconnecting from the internet) should be used to provide high-assurance containment of cyber-capable AI models
Oracle reports $638 billion of AI backlog. The banks that lent to build it spent six months or more placing a $38 billion slice, some at a discount.
Oracle Corporation, Q4 and FY 2026 results release (10 June 2026); tested against reporting on banks selling down data-centre debt (FT via Silicon UK, 5 May 2026; Bloomberg via AI Weekly, 12 Oct 2026) ·
AI illustration
Oracle says its RPO and revenue growth is driven by AI demand, with RPO at $638 billion.
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Oracle says the large increases in its RPO and revenue are driven by growing demand for cloud infrastructure for AI training and inferencing, with RPO at $638 billion.
These are quoted receipts, not a count of independent investigations. Several reports may rely on the same original source.
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