ADAM is a sovereign AI brain: a council of models that answers, remembers everything it learns, and trains itself on-device. Your machine. Your data. Your model.
Most assistants forget every conversation and never improve. ADAM turns every interaction into permanent knowledge and periodically retrains itself on what it has learned.
Races Gemini, Groq, OpenRouter and browser teachers in parallel, taking the first strong answer — and for connected users, Claude answers directly. It learns from all of them.
Tens of thousands of distilled, searchable entries in a tiered memory. Ask once; ADAM answers instantly — and for free — ever after.
Fine-tunes on Apple Silicon's GPU and only promotes a new model when it provably beats the old one across a three-gate evaluation. Never regresses.
Connect once. After that every terminal and coding session you run quietly teaches ADAM — captured, distilled, remembered.
Ask for a report, deck or spreadsheet and ADAM runs a plan → build → deliver pipeline that produces actual files.
A reputation model lets anyone contribute without polluting the brain: contributions are quarantined, and trust is earned over time.
Runs on your hardware. Personal data stays local, PII is scrubbed before anything is stored, and sensitive endpoints require a key.
Registers as an MCP server inside Claude Code, plus consult and ask-council commands in any terminal.
A watchdog keeps it always-on; exhausted providers are parked and slow ones fail fast, so it stays responsive under load.
Every question makes ADAM a little smarter.
You consult ADAM from your terminal, IDE or the web.
It answers from memory instantly, or races the council for a fresh answer.
The answer is PII-scrubbed and saved into tiered memory.
Accumulated knowledge periodically retrains the on-device model.
| Typical AI assistant | ADAM |
|---|---|
| One fixed model | A council of many, racing and cross-learning |
| Forgets every chat | Permanent, compounding memory |
| Static — same tomorrow | Self-trains on-device, only if provably better |
| You feed it prompts | Learns passively from every session |
| Lives in someone's cloud | Sovereign — your machine, your data |
| Closed | Community can contribute under a trust model |
Use it in your browser right now, or connect your machine in one command — then every terminal can consult ADAM, and quietly helps it learn.
bash <(curl -s https://adamdevlp.com/setup/script/mac)
macOS / Linux · Windows: iwr https://adamdevlp.com/setup/script/windows.ps1 | iex
Prefer no install? Open the setup page or just consult ADAM in your browser.