Author's Latest Posts


Breaking The Legacy Trap: How Semiconductor Executives Can Accelerate AI Adoption And Transform IT Applications At The Same Time


The semiconductor industry is facing a strategic paradox. AI has rapidly moved from experimental technology to a competitive necessity promising faster yield improvement, smarter supply chain decisions, and autonomous factory operations. Yet the very systems that semiconductor manufacturers depend on to run their fabs, manage their supply chains, and serve their customers were built for a diffe... » read more

The Petabyte Problem: How AI Is Finally Making Semiconductor Manufacturing Data Actionable


The semiconductor industry has quietly accumulated one of the most complex data challenges in modern manufacturing, and it has largely been losing the battle to solve it. Modern fabs now generate gigabytes of data per chip across probe, assembly, and test operations. Test programs routinely exceed one million test items. The largest enterprise deployments have crossed the multi-petabyte thre... » read more

Beyond Optical: A New E-Beam Inspection For Advanced Chips


The semiconductor industry is defined by its relentless pursuit of smaller, faster, and more powerful chips. As we push into advanced 3D architectures like gate-all-around (GAA) transistors, a critical challenge emerges: finding the defects that kill yield. Many of these flaws are deeply buried within complex structures and impossible to see with traditional optical inspection. This creates ... » read more

Semiconductor Manufacturing In The AI Era


At the 2025 PDF Solutions Users Conference, CEO John Kibarian delivered a wide-ranging keynote that positioned the semiconductor industry at a pivotal inflection point, one driven by explosive AI demand but constrained by unprecedented manufacturing complexity. His central message: the path to a trillion-dollar semiconductor industry by 2030 requires fundamentally rethinking how manufacturers c... » read more

AI-Driven Collaboration: Transforming The Semiconductor Industry’s Operating Model


The semiconductor industry stands at an inflection point. As the sector pushes into 3D architectures, advanced packaging, and heterogeneous integration, the traditional model of stage-gate, crisis-driven collaboration is reaching its limits. John Kibarian, CEO of PDF Solutions, recently outlined a vision for AI-driven collaboration at the SEMICON West CEO Summit, a fundamental reimagining of... » read more

Secure Data Sharing To Promote Collaboration


As the semiconductor industry evolves toward a $1-trillion revenue milestone by 2030, fueled largely by AI applications, its challenges have magnified—a globalized supply chain, increasingly complex chip architectures and mounting cybersecurity demands. Assessing how data collaboration occurs within the ecosystem is essential, while secure data collaboration facilitated by cutting-edge pla... » read more

Tackling Advanced Chip Manufacturing Challenges


Intel and PDF Solutions are deepening their partnership to address the growing complexity of semiconductor manufacturing at advanced nodes, according to a recent discussion between Intel CEO Lip-Bu Tan and PDF Solutions CEO John Kibarian at the Direct Connect Intel Foundry event in April. During the presentation, Kibarian highlighted how the two companies have been collaborating for approxim... » read more

AI For Test: The New Frontier


Dr. Ming Zhang, PDF Solutions vice president of Fabless Solutions, delivered the keynote at the TestConX 2025 conference in March. As he began his presentation, Ming borrowed the “learn, explore and share” line from Ira Feldman, the organizer of the conference, to set the tone of his talk. He promised to share what he and PDF Solutions learned and what’s useful and what’s not useful as ... » read more