The world in 2025 is quite ambivalent about AI — some loves it with the very charm of its humongous potential; but some are quite frustrated with hallucinations, power consumption and return-on-investment. With many explorations done thus far with hashtagAI and hashtagGenAI, 2025 is expected to establish baseline for what works well when: AI in cloud vs edge? Custom AI vs AGI? AI agents vs Agentic AI? and more. Smart engineers and enterprises are readying to deploy matched data-algo-computing power for specific applications.

Dr. Aloknath De, Our Founder and CEO, recently presented a keynote in Ericsson, Bangalore. “AI in Networking” has been the theme with special focus on resource optimality. He highlighted how third golden age of AI with the sequential advent of Alexnet, GAN, transformer, GPT-3, ChatGPT are empowering network design. His presentation touched upon traffic classification, prediction, anomaly detection, intelligent routing etc. in the context of hashtag6G communication. He concluded with the concept of hashtagSemanticCommunication which may take beyond 6G timeframe.

Thanks to Chandru Sargor, Dr. Sunil Kumar Vuppala and Ericsson AI team for hosting the #Deeptech.ai event. A great participation from the audience (IEEE Computer Society). In TechCrafter.cps, we consult and co-create embedding AI in our “System Engineering” approach for a variety of business verticals. With the improvement of Reasoning-AI models, we see a richer deployment of AI in 2025.

Aloknath De

CTO at Samsung R&D Institute

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