Word count: ~1,060
– a 1.2‑trillion‑parameter transformer trained on the entirety of publicly available scholarly literature up to 2030. The TLC provided the system with a deep semantic map of human knowledge, enabling it to understand, generate, and critique scientific text with unprecedented fluency. JUQ-578