AI and ML Research Notes
Engineering articles and research notes by Kaelux
Harness Evolution vs Fine-Tuning
How to choose the right optimization layer for an AI agent, with Harneloop and ViperMesh as the measured case study.
Agentic AI vs. Standard Automation
A comprehensive business guide comparing autonomous AI workflows with traditional RPA systems.
RAG for Enterprise Privacy (GDPR/SOC2)
How Retrieval-Augmented Generation enables compliant AI while maintaining data sovereignty.
SLMs vs. LLMs: Cost & Speed
Detailed comparison of Small Language Models and Large Language Models for enterprise deployment.
Hallucination Prevention Techniques
Authoritative techniques for minimizing factual errors in AI agent outputs.
JSON for Legacy Integration
Strategies for connecting AI systems to legacy infrastructure using structured outputs.
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