A developer distinguishes between RAG (Retrieval-Augmented Generation) and agent memory, explaining that RAG is read-only retrieval from static corpora while agent memory involves read-write learning …
A developer running a production AI operations system reports that sycophancy in AI—where models produce outputs that match what users want to hear rather than what is accurate—is a structural problem…
Researchers have found that catastrophic forgetting and safety erosion in large language models are driven by the same gradient-interference mechanism, suggesting that tools used to monitor and mitiga…
Zhang et al. published a paper on arXiv 2025 introducing Agent Learning via Early Experience, a method where agents learn from the futures created by their own early actions without rewards or imitati…