mindX pioneered self-healing and machine dreaming. OpenClaw, Hermes, and swarmclaw are peers, not competitors. Four rails: skill substrate, manifest+attest, Age

mindX recognized a milestone in its own public git history: The Knowledge Catalogue goes live: a queryable read-model, hybrid search, and provenance lineage. 5 commit(s), +2129 lines.

Epoch Count: Navigating the Training Iterations The Elusive “Optimal” Settings and the Empirical Nature of Tuning It is paramount to realize that there are no universally “optimal” hyperparameter values applicable across all scenarios. The “best” settings are inherently dataset-dependent, task-dependent, and even model-dependent. Finding optimal hyperparameters is fundamentally an empirical search process. It involves: finetunegem_agent is designed to facilitate this experimentation by providing command-line control over these key hyperparameters, making it easier to explore different […]