Topic
AI & machine learning
2 articles on ai & machine learning.
Articles
Writing on ai & machine learning.
- 3 min read
Building AI agents that are safe to deploy inside an enterprise
An agent that can act is a system with write access, and it should be designed like one. The controls that matter are least-privilege tools, reversible actions, a human gate on anything irreversible, and evaluation that runs before deployment rather than after complaints.
- 3 min read
RAG or fine-tuning? A decision framework
Use retrieval-augmented generation for knowledge that changes and must be cited. Use fine-tuning for fixed format, tone and specialised task behaviour. Most production systems need both, and the split should follow an evaluation rather than a preference.
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