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Author and editor at RozumTech, covering practical AI, digital tools, and online security with a focus on clear explanations and verified sources.
From 2 August 2026, Article 50 of the AI Act introduces specific rules for AI chat interfaces, machine-readable marking, deepfakes, and certain public-interest text. This guide explains what a small organisation should actually check—without panic or indiscriminate labelling.
OpenAI built GPT‑Red, an internal model that attacks AI agents, finds prompt-injection flaws, and helps train stronger defenses.
Meta is building an Alberta data center with closed-loop liquid cooling and dry coolers. Here is what its “no water” claim really means.
Data centers need water mainly to remove heat—not to perform computations. Here is when that water use creates a local risk, why the numbers vary so widely, and which cooling choices can reduce the burden.
Galaxy Unpacked in London is over. Here is how the Galaxy Z Fold8 Ultra, Fold8 and Flip8 compare, plus confirmed prices, sale dates and other launches.
Meta has removed Muse Image’s ability to use public Instagram profiles as visual references after criticism over consent and digital likenesses.
GhostLock can turn local code execution into root access on an unpatched Linux host. Here is what the research proves and how to verify a vendor fix.
A short policy should say which data must never be uploaded, where human review is mandatory, which tools are approved, and who owns the result.
Clients do not pay for the number of prompts. They pay for a solved problem, verification, judgment, and accountability. Price scope, risk, revision, and support.
AI can improve structure and presentation, but every case study should show real work, real decisions, clear limitations, and a result you can defend.
An automatic summary can mistake a suggestion for a decision. Set consent, ownership, a decision format, and a short human review immediately after the call.
Start with one repeatable process, keep human approval before risky actions, and maintain an error log. Reliability matters more than an impressive demo.
