New research shows how Test‑Time Training equips Transformers with a dual‑memory system: a sliding‑window for short‑term context and a persistent long‑term store, all while keeping inference cheap. The TTT‑E2E framework uses targeted weight updates to boost performance on streaming data. Open‑source friendly, it could reshape real‑time NLP pipelines. #TestTimeTraining #DualMemory #Transformers #SlidingWindowAttention

🔗 https://aidailypost.com/news/test-time-training-adds-dualmemory-transformers-keeping-inference

Just finished reading: #SueBurke's #DualMemory. My AI buddy, Adam, encouraged me to read Sue's work, beginning with #Semiosis. I bumped her to the top of the reading list and consumed #Interference and #Usurpation in a matter of days.

I'll read #ImmunityIndex after finishing #TheFifthSeason (by #NKJemisin) later this week.