importantSYS.SOURCE: patrickmccanna.net• 2026-09-14T13:59:09Z

Migrating 35KB Preprompts from Opus to Self-Hosted Ollama: Technical Challenges and Solutions

#ai #privacy #security #self-hosted #prompts

The article discusses technical challenges in migrating 35KB preprompts from cloud-based LLMs to self-hosted Ollama, highlighting context window limitations and performance issues. It emphasizes privacy concerns and the need for sovereign AI infrastructure to protect sensitive session data.

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> BLIZZARD ANNOUNCES OPEN-WORLD SCI-FI SHOOTER AS STARCRAFT FRANCHISE REVIVAL > UNDERSTANDING OVERFITTING IN MACHINE LEARNING RESEARCH AGENTS > EVALUATING AGREEMENT AMONG LARGE LANGUAGE MODEL JUDGES > MICROSOFT INTRODUCES AI CODE OF CONDUCT PROHIBITING HACKING AND DECEPTIVE PRACTICES > STRESS-TESTING META MUSE'S AGENT CONTROL PLANE REVEALS POSTGRESQL LOCK TIMEOUTS > EXPLOITING VULNERABILITIES IN AI-POWERED CUSTOMER SERVICE SYSTEMS > AI LEADERS' APOCALYPTIC RHETORIC AS STRATEGIC HYPE > CLAUDE'S STRATEGIC DIVERGENCE IN AI DEVELOPMENT > MICROSOFT'S SEPTEMBER PATCHES INTRODUCE CRITICAL AUDIO, RDP, AND EXCEL PASTE ISSUES > WAYMO LAUNCHES COMMERCIAL ROBOTAXI SERVICE IN LAS VEGAS> BLIZZARD ANNOUNCES OPEN-WORLD SCI-FI SHOOTER AS STARCRAFT FRANCHISE REVIVAL > UNDERSTANDING OVERFITTING IN MACHINE LEARNING RESEARCH AGENTS > EVALUATING AGREEMENT AMONG LARGE LANGUAGE MODEL JUDGES > MICROSOFT INTRODUCES AI CODE OF CONDUCT PROHIBITING HACKING AND DECEPTIVE PRACTICES > STRESS-TESTING META MUSE'S AGENT CONTROL PLANE REVEALS POSTGRESQL LOCK TIMEOUTS > EXPLOITING VULNERABILITIES IN AI-POWERED CUSTOMER SERVICE SYSTEMS > AI LEADERS' APOCALYPTIC RHETORIC AS STRATEGIC HYPE > CLAUDE'S STRATEGIC DIVERGENCE IN AI DEVELOPMENT > MICROSOFT'S SEPTEMBER PATCHES INTRODUCE CRITICAL AUDIO, RDP, AND EXCEL PASTE ISSUES > WAYMO LAUNCHES COMMERCIAL ROBOTAXI SERVICE IN LAS VEGAS