<s>[INST] can you write haiku for different inductive biases in deep learning models? start with attention [/INST] Sure, here are Haikus about various inductive biases in the field of deep learning models.

Attention

Bright patterns caught in sight,
Explicitly shines more insight.
Inductive bias lights.

Nearest Neighbour

Data points nearby search,
Faster and easier answers.
Neighbours lend a hand.

Maximum conditional independence

Predictive models sparse,
Exploring independence links.
Fully decompose thought.

Minimum cross-validation error

Data is observed
Machine learning fit for sure.
Minimise errors. </s>\
<s>[INST] The haiku's you've provided seem improperly constructed. They each have 6-8-6 syllables instead of 5-7-5.

They are very creative, however! [/INST] Sorry about that. As I have only been trained on text and not sound, I only have a weak understanding of syllables. I can probably pull off a decent acrostic, though! </s>