AI in Industry: Trust, Return on Investment and Future - Maria Sukhareva

Reflection on an Almost Two-Year Journey of Generative AI in Industry – Maria Sukhareva ​About the speaker: ​Maria Sukhareva is a principal key expert in Artificial Intelligence in Siemens with over 15 years of experience at the forefront of generative AI technologies. Known for her keen eye for technological innovation, Maria excels at transforming cutting-edge AI research into practical, value-driven tools that address real-world needs. Her approach is both hands-on and results-focused, with a commitment to creating scalable, long-term solutions that improve communication, streamline complex processes, and empower smarter decision-making. Maria's work reflects a balanced vision, where the power of innovation is met with ethical responsibility, ensuring that her AI projects deliver impactful and production-ready outcomes. We talked about: 00:00 DataTalks.Club intro 02:13 Career journey: From linguistics to AI 08:02 The Evolution of AI Expertise and its Future 13:10 AI vulnerabilities: Bypassing bot restrictions 17:00 Non-LLM classifiers as a more robust solution 22:56 Risks of chatbot deployment: Reputational and financial 27:13 The role of AI as a tool, not a replacement for human workers 31:41 The role of human translators in the age of AI 34:49 Evolution of English and its Germanic roots 38:44 Beowulf and Old English 39:43 Impact of the Norman occupation on English grammar 42:34 Identifying mushrooms with AI apps and safety precautions 45:08 Decoding ancient languages ​​like Sumerian 49:43 The evolution of machine translation and multilingual models 53:01 Challenges with low-resource languages ​​and inconsistent orthography 57:28 Transition from academia to industry in AI Join our Slack: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html