Industry

Author: Mallik Tatipamula, FRS FREng FRSE My previous CHEDDAR article (https://cheddarhub.org/blog/from-iot-to-physical-ai-how-6g-transforms-connected-things-into-intelligent-environments-2/) explained Physical AI as the evolution beyond IoT at the application level. This note complements it by demonstrating that this shift arises from a deeper architectural transition in networks, from packet delivery to workload execution to verifiable multi-agent interaction explaining why 6G must be designed as coordination infrastructure rather than merely connectivity infrastructure. Abstract Mobile networks are commonly interpreted as communication systems whose evolution is primarily driven by advances in radio performance, such as higher throughput, lower latency or improved spectral efficiency. Historical deployment patterns, however, suggest an additional [...]

From Convergence to Continuity in the Design of Intelligent Systems Written by Dr Mallik Tatipamula, FRS FREng FRSE, CTO, Ericsson Silicon Valley    Executive Summary The evolution from connected things to intelligent environments fundamentally changes what infrastructure must guarantee. In the Internet era, correctness meant delivering data reliably. In the era of Physical AI, where autonomous agents sense, decide, and act across the real world, correctness must expand to preserving meaning, intent, trust, and accountability across distributed intelligence. This article introduces cognitive continuity as the missing architectural property of AI-native infrastructure: the ability of systems to sustain coherence as cognition [...]