Notes on systems analysis, AI and automation for business.
Topics: AI, Small business, Automation
What research shows about manual work and neural networks, where AI already helps tradespeople and dentists, where its limits are, and where the owner of a service company or clinic should start.
Read more: Will AI replace plumbers, electricians and dentists: what is changing in jobs done with your hands
Where AI in science has produced recognised results: proteins, weather, drugs, mathematics. What a 2026 survey of scientists showed and why verification has become the bottleneck.
Read more: AI in science in 2026: what it has already discovered and where it still gets things wrong
Topics: Systems analysis, Fintech
What a systems analyst does at a bank or a fintech company, which Bank of Russia requirements and laws shape the work, what the digital ruble changed, what it pays and what to learn.
Read more: Systems analysis at a bank and a large fintech company: how the job differs and what changed in 2026
Topics: Systems analysis, Small business
What systems analysis is in plain words, who does it in a startup at different stages, which signs show it is time to hire an analyst, how to work out whether it pays off and how to start without hiring.
Read more: Does a startup need a systems analyst: what the work involves and when to hire a dedicated person
What Russia's 2026 Ministry of Education guidelines allow by grade, what experiments with neural networks in learning have shown, and which rules to agree on with your child at home.
Read more: AI at school: where it helps students learn, where it gets in the way, and what is now allowed
Topics: AI, Security, Small business
What neural networks really do in attacks, who is at risk, and the simple security measures a small business should start with.
Read more: Can AI hack a server or a website? What it can already do and where it stumbles
