Why We Need Continual Learning | Andreessen Horowitz

The Memento and the Machine

Why We Need Continual Learning | Andreessen Horowitz Infra Why We Need Continual Learning Malika Aubakirova and Matt Bornstein Posted April 22, 2026 Subscribe Share Share Email X LinkedIn Facebook Hacker News WhatsApp Flipboard Reddit Why We Need Continual Learning Table of Contents Share Share Email X LinkedIn Facebook Hacker News WhatsApp Flipboard Reddit In Christopher Nolan's Memento, Leonard Shelby lives inside a fractured present. After a traumatic brain injury, he suffers from anterograde amnesia, an affliction that prevents him from forming new memories. Every few minutes, his world re

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