Согласно опросу SuperJob, 42% жителей Кирова уверены в правильности своей профессиональной ориентации. Ещё треть из опрошенных (33%) призналась, что предпочла бы изменить сферу деятельности, если бы имела возможность начать всё заново. Мужчины чаще, чем женщины, положительно оценивают свой выбор профессии — 46% против 38% среди женщин. Уровень образования также влияет на уверенность: среди людей с высшим образованием 47% довольны своим выбором, тогда как среди обладателей среднего профессионального образования таких лишь 40%. Наименьший уровень удовлетворённости замечен среди кировчан младше 35 лет — только 37% из них довольны своей профессией. В возрастных группах 35–45 лет и старше 45 лет этот показатель выше — 44% и 45% соответственно. Аналитики отмечают, что с увеличением опыта приходит и уверенность. Уровень дохода напрямую связан с удовлетворённостью: среди тех, кто зарабатывает свыше 100 тысяч рублей в месяц, 52% согласны повторить свой профессиональный путь. Среди популярных профессий наибольшая удовлетворённость работой наблюдается у врачей (61%), программистов (59%) и медицинских сестёр (57%). Также высокие показатели у водителей (54%) и HR-менеджеров (52%). Наименьшая удовлетворённость наблюдается в профессиях с высокой текучестью кадров: так, всего 29% охранников, 31% курьеров и 34% продавцов готовы бы снова выбрать свою работу.

      In 2025, as the popularity of short videos and digital art continues to soar, a Chinese AI tool called Kling AI is transforming the landscape of content creation. Developed by Kuaishou’s internal team, this AI video generation platform is revolutionizing the work of creators with its technological innovations and diverse applications. The screenshots included in this article showcase the covers of award-winning videos produced with this platform for Kling AI’s own video creation competition.

      3D Spatiotemporal Modeling with Physical Realism

      Kling AI's primary strength lies in its proprietary 3D spatiotemporal attention mechanism and diffusion transformer architecture. Unlike conventional AI video generation tools that depend on stitching together static images, Kling AI utilizes a 3D VAE (Variational Autoencoder) framework to create visuals that can mimic realistic motion paths and physical dynamics. For example, during the 2025 Asian Winter Games opening ceremony, the tool was employed to create effects such as the crystallization of athletes and intricate representations of reindeer fur, achieving high visual precision and dynamic lighting effects. These technical features facilitate the creation of continuous and physically authentic motion in intricate scenarios, ranging from falling petals to human activity.

      Feature Matrix Encompassing the Entire Process from Creative Concept to Final Production

      Kling AI’s features are tailored to meet the needs of creators, forming a complete cycle of generation, editing, and optimization. The platform supports multi-modal generation in three formats: text-to-video, image-to-video, and video continuation. For instance, a user can generate a 1080P video in five seconds by entering “a cyberpunk-style mechanical cat walking in neon rain.” When a static image is uploaded, the AI automatically animates the background and character expressions to create a five-second dynamic clip. For advanced control, the platform includes features like locking the first and last frames, providing camera movement instructions, and enabling character lip-syncing. Directors can modify lighting intensity, motion amplitude, and camera focus changes using text commands. The AI editing toolbox encompasses post-production functions, such as image enhancement, localized repainting, and style transfer. Users can, for example, transform a standard video into an ink-wash painting style with a single click or correct noise issues in older footage.

      Technological Upgrades Foster the Evolution of the Creative Engine

      In late September, Kling AI released its newest 2.5 Turbo model, which incorporates significant enhancements to its text-to-video and image-to-video functionalities. The new model has demonstrated improvements across multiple areas, such as prompt compliance, motion rendering, style consistency, and aesthetic quality. Its multi-element editor notably allows users to add or substitute elements in key video frames, creating an interactive experience of “altering the story with one sentence.”

      Future Outlook: Making AI-Powered Creation More Accessible

      As of November, Kling AI has reportedly surpassed 45 million users globally. With declining technology costs and enhanced usability, Kling AI is facilitating the shift of AI-powered creation from professional domains to the general public. Independent directors, marketing professionals, and casual short-video creators can now unleash their creativity with fewer barriers. In this AI-driven transformation of content production, AI video generation platforms are more than mere tools; they are bridges connecting imagination with reality. As technological advancements and ecosystem development converge, we may be witnessing the dawn of a new era in digital content creation.

      Jessie Wu is a technology journalist based in Shanghai, covering consumer electronics, semiconductors, and the gaming industry for TechNode. You can reach her via e-mail at [email protected].