Insights
Notes from practice
Posts by Alex Varabyou that first appeared on LinkedIn, expanded here and sorted by entry point.
- For businesses and citiesWhat happens to an edge AI demo when it leaves the booth?Why a demo of edge AI needs more than a camera and a screen, and which conditions in operation raise the real questions.
- For management and day-to-day operationsTwo AI tools, and I was the interface between themHow trying to save AI tokens turned into lost evenings, and why a handoff document for the next chat helped more than a nicer button.
- For management and day-to-day operationsWhat does 70 percent in a sales budget really mean?How a sales budget can be checked against a company's own closed deals of past years, and what role an AI assistant plays in it.
- For manufacturers and developersThe CRA is a product business issue, not just a security team issueWhy the Cyber Resilience Act is more than a cybersecurity rule: it affects market access, product strategy, the supply chain and time to market.
- For management and day-to-day operationsNot more AI agents, but fewer human robotsWhy companies that talk about AI agents should first ask whether their organization allows people to take ownership.
- For businesses and citiesThe robot is not the hard part. The factory is.Why humanoid robots in industry succeed or fail less on an AI model than on integration with machines, safety and production.
- For manufacturers and developersPorting an FPGA design is not copying itWhy moving a proven reference design to a new FPGA remains an engineering project, even with the vendor's migration tool.