Meta has introduced Muse Glimmer, a 30-billion-parameter open-weight model optimized for local execution of autonomous agents on consumer hardware. This model utilizes advanced quantization and speculative decoding to deliver robust multi-step planning and tool usage while ensuring user data privacy.