Christopher Ort
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Ollama Tuning: Optimize Local LLM Quality Beyond Setup
Ollama has simplified local LLM inference, but advanced tuning with Mirostat, top_p, and smart quantization is now key to matching cloud quality. Explore hardware-aware optimizations for…
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Ask Your LLM: Why Standardized Evaluation Matters for Model Comparison
The Ask Your LLM trend exposes the limits of manual AI model testing. Learn why standardized evaluation frameworks are essential for comparing ChatGPT, Claude, and Gemini…
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AI Slowdown: Operational Stakes and Infrastructure Ripples
Discover how voluntary AI slowdowns via responsible scaling policies affect frontier labs, hyperscalers, and data center plans. Analyze the real operational and infrastructure impacts. Explore the…
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The AI Skills Gap Is Really an LLM Hiring Problem
Enterprise surveys reveal companies hire for outdated AI titles while needing LLMOps, RAG, and prompt engineering skills. Learn why this blocks GenAI scaling and how to…
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LLM Inference Optimization: vLLM, TGI & TensorRT-LLM
Discover how vLLM, Hugging Face TGI, and TensorRT-LLM boost LLM inference with PagedAttention and speculative decoding. Cut costs up to 60% and handle growing context windows.…
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Mistral AI: Enterprise Data Sovereignty with On-Prem LLMs
Mistral AI offers open-weight models like Mixtral that run inside enterprise data centers, cutting cloud costs and meeting strict data privacy rules. Learn how to deploy…
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AI Slowdown: Compute Governance Over Ethical Debates
The AI slowdown debate centers on compute governance and infrastructure gating, not just existential risk. Understand the real mechanisms that could enforce limits on frontier models…
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Qwen 3.8-27B Builds Playable Shooter Locally in 5 Hours
See how Alibaba’s Qwen 3.8-27B creates a full zombie shooter offline using local inference. Explore edge AI workflows, quantization benefits, and workflow sovereignty for developers.
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Enterprise AI Security: Fragmented Frameworks and Gaps
Navigate the crowded field of enterprise AI security frameworks from NIST, MITRE, and OWASP. Uncover practical gaps in LLM, RAG, and agent security for CISOs and…
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AI Risks: Geopolitical Pressures Meet Enterprise Compliance
The AI risk conversation is shifting from existential threats to concrete geopolitical and enterprise liabilities. Learn how frameworks like the EU AI Act and AI BOMs…