Alain-Serge Porret (Vice President, Integrated & Wireless Systems, CSEM) for SemiWiki
Feb 3, 2026

As AI and semiconductor development accelerates, the dominant playbook has often been “bigger is better”—larger models, larger data centers, and ever more demanding chips. This piece argues that approach is running into real-world constraints, especially around energy and other critical resources, pushing the industry to rethink what “competitive” should look like.
Using Switzerland as a case study, it highlights an alternative path built on ultra-low-power design, targeted hardware and model specialization, and precision engineering. Rather than trying to match the biggest players on sheer scale, the focus is on doing more with less—enabling reliable, privacy-aware, and real-time intelligence closer to where data is generated, while keeping power use in check.
Read the full article on the original source (SemiWiki).