Beyond Market Intelligence/discrete event sequences

discrete event sequences

Beyond Market Intelligence keeps discrete event sequences in one place: one story so far. The section currently leads with “Unlocking event sequences with additive embeddings and self-supervised prediction”. A running sum of event vectors turns a history of purchases, logs, or clinical codes into something linear models can read directly. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every discrete event sequences story on Beyond Market Intelligence, newest first.

Unlocking event sequences with additive embeddings and self-supervised prediction
Machine Learning

Unlocking event sequences with additive embeddings and self-supervised prediction

A running sum of event vectors turns a history of purchases, logs, or clinical codes into something linear models can read directly. That is the deceptively simple idea behind Event2Vec, a small library Antonin Sulc built for self-supervised next-event prediction. The arithmetic is transparent: a churn score becomes a sum of embedded contributions. What starts as root-cause analysis at Berkeley Lab could reshape how we treat sequences as additive, not opaque. For deeper coverage, see how Netflix tackles observability across 38M events per second.