Cognitive Atrophy: The Crisis of AI-Generated Code The Productivity Paradox and the Illusion of Speed The metric that matters is no longer “lines produced per hour” and has shifted to the time it takes for…
AI in Dev Training: Productivity and Dilemmas The Central Dilemma of AI in Software Engineering The most dangerous premise behind adopting code assistants is treating these systems like autopilot when, in practice, they operate more…
The New Order of Corporate Artificial Intelligence The inflection point has already happened: open-weight models stopped being merely a “good enough” alternative and started competing for the economic core of the corporate tech set. For…
The Genesis of Physical AI and the New Frontier of Automation For decades, most intelligent systems have operated like a hands-off analyst: classifying images, recommending routes, detecting fraud, and answering questions. The shift to Physical…
The Electric Bottleneck and the CAPEX Explosion in AI The shift in classic cloud workloads from training to inference of generative models changes the industry’s physical equation. In the past, a data center could run…
1. What AI Agents are and why the market changed The corporate technology market is going through a structural transition: deterministic mechanization—based on fixed rules—is losing ground to systems with probabilistic autonomy. In traditional approaches,…
The Slopaganda Paradigm and Algorithmic Saturation The term “slopaganda,” coined by researchers at Tilburg University led by Michał Klincewicz, describes an operational mutation of classic propaganda: the craft-made piece—carefully honed to persuade—falls out of view,…
AI models in cybersecurity 1. The leap from assistants to autonomous agents: why AI models are changing cybersecurity The transition from passive conversational interfaces to autonomous agents marks a real shift in how security operates.…
The era of agentic AI in digital retail The most essential shift in digital retail isn’t the quality of the textual response—it’s the ability to execute. A classic generative chatbot works like an attendant behind…
Frontier AI Models: The Future of Artificial Intelligence Frontier AI models represent the technological forefront in the development of deep learning and ML systems. These models stand out for their ability to handle elaborate tasks…
