Imec Says AI Scaling Needs More Orchestration Across Research, Design, Manufacturing
Co-optimization and collaboration were key themes at ITF World 2026, alongside imec’s Neuropixels 3.0 research and imec Ventures’ work with startups. The post Imec Says AI Scaling Needs More Orchestration Across Research, Design, Manufacturing appeared first on EE Times .
The increasing complexity and resource demands of AI models are forcing a re-evaluation of the entire semiconductor research, design, and manufacturing pipeline, leading to calls for greater collaboration.
This highlights the growing recognition within the semiconductor industry that scaling AI isn't just about faster chips but requires a more integrated, co-optimized approach across the entire supply chain.
The industry is shifting towards a more coordinated, collaborative model for semiconductor development, moving beyond siloed efforts in research, design, and manufacturing to enable advanced AI.
- · Leading semiconductor research institutions
- · Semiconductor design tool providers
- · Advanced chip manufacturers
- · AI model developers
- · Fragmented chip design agencies
- · Isolated research initiatives
- · Companies unable to adapt to collaborative models
Increased investment in cross-domain semiconductor development platforms and collaborative initiatives.
Faster innovation cycles and more efficient resource allocation for advanced AI chip development, potentially accelerating AI adoption.
Consolidation within the semiconductor ecosystem as smaller players are either acquired or forced to specialize within larger collaborative frameworks.
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