Friday 11 July 2025 | ![]() |
Events for day: Wednesday 21 May 2025 |
16:00 - 17:00 Mathematics Colloquium Algebraic Coding in the Era of AI School MATHEMATICS The emergence of AI, particularly large language models (LLMs), has dramatically reshaped the requirements for error-correcting codes, particularly in the realm of memory I/O during training. Massive data transfers involved in training LLMs necessitate extremely robust error correction to prevent costly retraining scenarios triggered by undetected errors (Silent Data Corruption). Traditional iterative decoding techniques are inadequate due to their latency constraints, pushing the field towards combinational logic implementations capable of achieving multiple-error correction under extremely tight latency budgets. Algebraic codes, which once ... |