- 2018 Deloitte [Hitting the accelerator: the next generation of machine-learning chips](https://www2.deloitte.com/content/dam/Deloitte/global/Images/infographics/technologymediatelecommunications/gx-deloitte-tmt-2018-nextgen-machine-learning-report.pdf)
- dec 2018 McKinsey [Artificial-intelligence hardware: New opportunities for semiconductor companies](https://www.mckinsey.com/~/media/McKinsey/Industries/Semiconductors/Our%20Insights/Artificial%20intelligence%20hardware%20New%20opportunities%20for%20semiconductor%20companies/Artificial-intelligence-hardware.ashx)
> Artificial intelligence is opening the best opportunities for semiconductor companies in decades. How can they capture this value?
- 2018 McKinsey [New demand, new markets: What edge computing means for hardware companies](https://www.mckinsey.com/~/media/McKinsey/Industries/Technology%20Media%20and%20Telecommunications/High%20Tech/Our%20Insights/New%20demand%20new%20markets%20What%20edge%20computing%20means%20for%20hardware%20companies/New-demand-new-markets-What-edge-computing-means.pdf)
## Semiconductors in general
2019 [McKinsey on Semiconductors](https://www.mckinsey.com/~/media/McKinsey/Industries/Semiconductors/Our%20Insights/McKinsey%20on%20Semiconductors%20Issue%207/McK_Semiconductors_Oct2019-Full%20Book-V12-RGB.pdf)
Deloitte [Rising tide Exploring pathways to growth in the mobile semiconductor industry](https://www2.deloitte.com/content/dam/insights/us/articles/rising-tide-exploring-pathways-to-growth-in-the-mobile-semiconductor-industry/DUP_528_Rising_Tide1.pdf)
2019 Deloitte [Semiconductors – the Next Wave](https://www2.deloitte.com/content/dam/Deloitte/cn/Documents/technology-media-telecommunications/deloitte-cn-tmt-semiconductors-the-next-wave-en-190422.pdf)