Convergence Evidence Maturity Hierarchy: From Raw Data to Convergence-Authoritative Evidence

Convergence Evidence Maturity Hierarchy: From Raw Data to Convergence-Authoritative Evidence
by Moh Kolb on 06-03-2026 at 8:00 am

Picture1 CEMH

The semiconductor industry is generating more engineering data than ever before.

This article follows the previously published GFL and TCG foundation pieces. GFL introduced the lifecycle-governance problem. TCG clarified why observable or interoperable data is not automatically trustworthy convergence evidence. CEMH… Read More


Trusted Convergence Governance: Preserving Admissibility Integrity Across Heterogeneous Semiconductor Systems

Trusted Convergence Governance: Preserving Admissibility Integrity Across Heterogeneous Semiconductor Systems
by Moh Kolb on 05-26-2026 at 8:00 am

Picture1 TCG (1)

As semiconductor systems evolve toward heterogeneous integration, chiplets, 2.5D and 3D packaging, distributed observability, runtime adaptation, Fleet Learning, and lifecycle convergence governance, the industry is entering a fundamentally new operational reality.

Convergence decisions are no longer driven only… Read More


Closing the Silicon Realization Gap: From Static DFM to Governance for Lifecycle (GFL)

Closing the Silicon Realization Gap: From Static DFM to Governance for Lifecycle (GFL)
by Moh Kolb on 05-19-2026 at 8:00 am

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The semiconductor industry has achieved extraordinary mastery in silicon signoff. Modern EDA environments can now optimize timing closure, physical verification, IR/EM behavior, routing density, thermal interaction, and increasingly even design-space exploration through AI-assisted implementation flows. Crossing… Read More


Beyond Tool Interoperability: The Emerging Governed Convergence Problem in Semiconductor Design

Beyond Tool Interoperability: The Emerging Governed Convergence Problem in Semiconductor Design
by Moh Kolb on 05-12-2026 at 10:00 am

Beyond Tool Interoperability The Emerging Governed Convergence Problem in Semiconductor Design

The semiconductor industry has spent decades optimizing tools. Today, however, the central challenge is no longer whether individual tools are powerful enough. The real question is whether increasingly specialized tools, domains, models, and organizations can still converge coherently into a manufacturable, reliable,… Read More


Closing the Reality Gap: A New Architecture for 1.8-Tb/s Chiplet Governance

Closing the Reality Gap: A New Architecture for 1.8-Tb/s Chiplet Governance
by Moh Kolb on 04-26-2026 at 4:00 pm

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Dr. Moh Kolbehdari is a Senior Lead Architect at Socionext, where he specializes in the industrialization of high-performance AI chiplets and 1.8-Tb/s interconnects. With over two decades of experience in SI/PI, electromagnetic field theory, and system-level architecture, he has been a pivotal force in bridging the gap betweenRead More