
Your Human-Checked Data Was Already Part Machine
On 30 July Amazon stops taking new Mechanical Turk customers. A 2023 EPFL study found up to 46 percent of crowd answers were AI. Audit your human-in-the-loop steps now.

On 30 July Amazon stops taking new Mechanical Turk customers. A 2023 EPFL study found up to 46 percent of crowd answers were AI. Audit your human-in-the-loop steps now.

Moneybox reached an 800 million pound valuation through a staff share sale on the London Stock Exchange's new PISCES market, not a fundraise. Here is why that matters for owners.

ESET found eleven old Microsoft-signed bootloaders that slip past Secure Boot on almost any PC, with no admin rights needed. Patching them is the easy part. Here is the exposure most fleets never audit.

European startups raised $24 billion in Q2 2026, the best in four years, but 65 percent went to 42 companies. Here is what that concentration means for the software you buy.

Valarian raised $50m to sell a control layer that sits on top of AWS or Azure. The reason: a data-residency setting is not sovereignty when the provider answers to US law.

DeepSeek retires the deepseek-chat and deepseek-reasoner names on 24 July at 15:59 UTC. The louder problem is that those names already point at a different model than the one you think you pinned.

IBM lost roughly a quarter of its value in one session. Its CEO says clients moved quarterly budget into servers, storage and memory to beat price rises. That is a warning about your 2027 budget.

New York paused permits for new hyperscale data centres for up to a year. Dublin and Amsterdam did it first, and the terms they reopened on tell you what your next capacity contract will cost.

Project Q raised 15 million euros for HYDRIS, an open-source platform that makes defence kit swappable. One of the investors is a listed defence prime.

A botched key rollover took .AL off the internet, ten weeks after the same thing hit .de. Both times the fix was resolvers switching DNSSEC validation off.

Microsoft fixed 570 flaws on 14 July, nearly three times its June record. Two are already exploited, and a BitLocker bypass weakens your breach defence.

Microsoft stops delivering SMS and voice MFA codes in Entra ID on 1 February 2027 and makes passkeys the default from 1 September 2026. The retirement date is fixed, but the price of the only alternative is not published until 18 September, so the migration has to be planned before the fallback can be costed.
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One considered note on infrastructure, governance, and measurement, most mornings. No theory.