Constantine Dzik — Blog https://constantinedzik.com Constantine Dzik — technology lead in practical AI and machine learning: entity resolution, LLM systems, computer vision for manufacturing, and building an AI implementation company. en-US How Kimi K3 Scales: MoE, KDA, and Attention Residuals https://constantinedzik.com/blog/how-kimi-k3-scales/ https://constantinedzik.com/blog/how-kimi-k3-scales/ Sun, 26 Jul 2026 12:00:00 GMT Kimi K3 combines a sparse mixture of experts, linear attention, and depth-wise routing. Here is what its architecture changes for AI teams. Finding failing solar panels with a digital twin https://constantinedzik.com/blog/finding-failing-solar-panels/ https://constantinedzik.com/blog/finding-failing-solar-panels/ Mon, 13 Jul 2026 12:00:00 GMT A practical method for detecting solar-panel anomalies by calibrating a two-diode digital twin from voltage, current, temperature, and irradiance telemetry.