SAP made bold promises about AI at Sapphire 2025: Knowledge Graph, Joule Studio, and AI Agent Hub would ship by the end of the year. Those tools are now technically available, but adoption has lagged, and SAP is already announcing version 2.0. “Joule Studio adoption has been minimal compared to what we’d like,” said Manoj…
OpenAI has released Symphony, an open-source specification for turning issue trackers such as Linear into control planes for Codex coding agents. Instead of asking an AI tool for help with one coding problem at a time, Symphony is designed to let agents pick up work from an issue tracker, run in separate workspaces, monitor CI,…
A new fine-tuning technique aims to solve “catastrophic forgetting,” a limitation that often complicates repeated model updates in enterprise deployments. Researchers at MIT, the Improbable AI Lab, and ETH Zurich have introduced a fine-tuning method designed to let models learn new tasks while preserving previously acquired capabilities. To prevent degrading existing capabilities, many organizations isolate…
Databricks’ Mosaic AI Research team has added a new framework, MemAlign, to MLflow, its managed machine learning and generative AI lifecycle development service. MemAlign is designed to help enterprises lower the cost and latency of training LLM-based judges, in turn making AI evaluation scalable and trustworthy enough for production deployments. The new framework, according to…
