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AI Opponents as Modern Dinosaurs: Google Declares Neural Networks the Foundation of Progress in All Spheres of Life

Google has published a "Responsible AI" report, officially stating that artificial intelligence has ceased to be an experimental technology and has become an integral part of daily life. The company notes a transition from a stage of curiosity to the full-scale integration of neural networks into work and everyday processes.

Among the key areas of AI application mentioned are clinical medicine, where algorithms help diagnose and free doctors from bureaucracy, and climate modeling—Google is testing neural networks for accurate forecasting of floods, cyclones, and earthquakes.

The phenomenon of "vibe-coding" is separately highlighted—a software development method where a person hardly writes code manually but merely formulates the task in natural language.

At the same time, the company acknowledges the existence of threats associated with integrating AI into browsers and applications. Particular attention is paid to the problem of "prompt injections"—hidden malicious instructions that a neural network might execute, mistakenly taking them for the owner's command. To protect users in Chrome, Google is developing the Alignment critic mechanism—an independent "reviewer" that blocks suspicious actions if they diverge from a person's real interests.

Alongside positive initiatives, the company faces challenges in the security domain. In January 2026, Google removed several automatically generated AI health summaries following an investigation by The Guardian, which revealed that some contained inaccurate information. For example, when asked about normal liver test results, the AI provided generalized figures without considering age, gender, and other individual factors, which could mislead patients. Experts from the British Liver Trust warned that such errors could lead to people with serious illnesses mistakenly considering themselves healthy.

Google promises not only to develop generative functions but also to accelerate scientific progress with AI assistants for scientists, as well as to implement personalized educational programs in schools. The company emphasizes that the AI era is no longer a distant hope but a reality, opening extraordinary opportunities for society.