Choose a goal. ReverseML selects the right workflow.
AUTO
ReverseML Mini
Mini is a personal AI assistant that runs on your device, remembers useful context, learns from permitted usage patterns and helps you understand and improve your everyday digital workflow.
AI models are not included in the APK. GGUF models must be configured separately. OTA updates are disabled. MACE is not included. Real ARM64 16 KB native runtime testing is still pending.
How Mini works
Mini works locally where supported. It can remember useful context, learn from permitted usage patterns, understand device activity and provide personalized recommendations.
You control what Mini can access and which actions it may perform.
License / Experimental notice
View License & Terms
Existing Mini license summary: personal, non-commercial use; provided “as is”, without warranty. Do not redistribute the software or your private access link. You are responsible for how you use its output.
Experimental software. Some features may be incomplete or unstable. Review permissions and suggested device changes carefully and keep backups of important data.
By using experimental Mini features, you accept the risks associated with the permissions and device changes you authorize.
Windows — ReverseML Mini Hybrid Beta
Windows 10/11 x64
Beta / Experimental
Installs alongside the existing Windows build and keeps its own data.
52.5 MB · online.reverseml.desktop.hybrid · per-user install, no Administrator required. Unsigned, so SmartScreen will warn. Local AI needs Ollama with a separately installed model; research and mathematics require a connection.
Experimental software. Level 3 actions — sending messages, deleting files, purchases — always ask for confirmation and have no implementation in this build.
R
What do you want to do?
Ask one question. ReverseML can chat, code, analyze a device, create an image, research evidence or optimize a constrained system.
Minik — AI Evolution
Read-only model and evaluation history. This dashboard cannot train, promote, download models or control Android.
Owner sign-in required for private evolution reports.
Minik is the ReverseML Android local AI project. It uses on-device models for personal assistance, with device-dependent memory and performance limits.
Local-first, with explicit control
Personal memory, tasks and local model files belong to the Android application. This website does not read your private phone conversations, databases or documents.
Safety stays outside the model
Model suggestions are advisory. Android permissions, action-scoped approval and runtime safety checks remain required. A model response is not authorization to execute an action.
Project information, not remote execution
This page does not load a model, connect to a phone, start training or provide autonomous server control. Model upgrades and releases require separate qualification and approval.
