Neural

The neural-network capability described by older Nauthilus documentation is not part of the current public configuration model.

Status

• the historical brute-force neural-network configuration is removed from current docs
• legacy examples that referenced Lua hooks for neural training or feedback are obsolete
• do not build new deployments around those old lua.custom_hooks examples

Current Recommendation

Use the supported controls and services instead:

• auth.controls.brute_force
• auth.policy.attribute_sources.lua
• auth.policy.obligation_targets.lua
• auth.controls.lua.hooks
• auth.services.backend_health_checks

If you are migrating an older setup, treat previous neural-related docs as historical material rather than current configuration guidance.