Instead of retraining the LLM, the agent consults a dynamic store of past outcomes to make smarter decisions for new tasks.

At the policy level, foreign language (FL) programs for young learners are increasingly emphasizing the use of task-based language teaching (TBLT). In practice, however, designing and implementing ...

TESOL Quarterly, Vol. 51, No. 3, SPECIAL TOPIC ISSUE: COMPLEMENTARY PERSPECTIVES ON TASK-BASED CLASSROOM REALITIES (SEPTEMBER 2017), pp. 493-506 (14 pages) Tasks are viewed as a principled foundation ...

An open-source LLM saw big performance improvements after being told by Apple researchers to check its own work by using one ...