Voxelperfect
voxelperfect.com
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Overview
Personal site of Kostas Karolemeas, a founder and AI product engineering lead with 30+ years of experience building software products.
News
The AI Cost Rebellion Is Really About Unit Economics
Alex Karp is right that token bills do not prove value. But abolishing token pricing will not fix the attribution problem. Enterprises need to measure total cost and realized value per workflow, then route work across frontier, smaller, open-weight, and h
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Model Vendors Are Entering the Implementation Layer
Mistral's new services offer confirms a broader shift: AI model companies are moving into enterprise delivery. That threatens undifferentiated implementation, but expands the market for partners with domain depth, governance, and reusable IP.
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When Building Gets Cheap, Distribution Gets Expensive
AI can multiply the number of apps we ship. It cannot make customers care. As software supply explodes, customer experience and distribution become the real product.
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