Karl has a passion for taking things apart and figuring out how they work, specifically technology and the satisfaction it can bring at scale. For the past 20 years, he has focused on developing and delivering commercial enterprise software solutions. The past decade has found his focus moves toward distributed systems, security and data orchestration.
DeepSeek’s R1 model, released earlier this year, has disrupted the AI scene. Rivaling OpenAI’s GPT-4o and o1 and trained on 2.78 million GPU hours…