INSIGHTS
Notes from
the workbench.
Ideas, observations, and experiments at the intersection of AI research and practical learning. A place to think out loud, carefully.
A threshold is a decision
Explore what changes when the model stays the same, but the rule for acting on its scores changes.
Read experimentAccuracy is a starting point, not a conclusion
A good overall score can hide the mistakes that matter most. Start by looking at the errors.
Read articleFine-tuning starts with a baseline
Before deciding which layers to unfreeze, give yourself a comparison you can trust.
Read noteKEEP EXPLORING
An observation today.
A useful reference tomorrow.
Insights is home to editorial perspectives and experiments. For reusable guides, notebooks, and templates, explore the resource library.
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