Will a major chip manufacturer release a consumer-grade laptop or desktop featuring a dedicated neuromorphic co-processor (not just AI accelerators) before the end of 2028?

Neuromorphic Goes Consumer?

Neuromorphic computing, which mimics the human brain for highly efficient parallel processing, is currently focused on specialized industrial and scientific applications (simulated late 2025 context). While powerful for specific tasks, its utility in general consumer hardware has yet to be fully defined. The 'No' vote leads because the required software ecosystem and a clear, compelling consumer use case are not expected to mature enough for major manufacturers to commit to mass market integration before 2028, despite the raw hardware readiness.