Issues
#2
probability classification
#logits
From Dead Insects to Deep Learning: How Logits Conquered Statistics and AI
A historical walk through the ideas connecting 1930s entomology to the output layer of your neural network — probits, logits, and the sigmoid function.
#1
embeddings representations
#word2vec
Word2Vec and The Geometry of Meaning
How Mikolov's 2013 breakthrough replaced brittle one-hot vectors with dense geometric embeddings — and why cosine similarity suddenly meant something.