Local AI models. An interface that makes sense.
Explanations and highlights. You stay in control.
macOS first. iPhone and iPad support planned.
Designed to understand visible context through OCR.
On-device AI. iCloud sync for chats and files is planned.
Couldn’t load the reveal. Watch the video
CLU checks the change before it reaches your files.
Try deleting a file protected by your rule.
Move the boundary. See what your policy permits.
Tap the word. Change the rule.
Inspect each step to see why.
The AI proposes deleting src/main.ts. CLU receives the request before it runs.
One request to delete it. Drag to see the difference.
−File deleted
✓Protected. File unchanged.
The right requests pass. The rest stop here.
This example permits reading and blocks deletion.
Drag the request. Try crossing the boundary.
The request is inside the permitted area.
Move over the request to inspect the proposed change.
Tap to reveal the full inspection.
Choose an action. Watch the rule route it.
Example policy: reading is allowed. Changes need review.
Code changes today. Support for actions in other apps is planned.
MACHINE LEARNING · MARKET RESEARCH
An open-source engine that turns public market data into tested models and paper signals.
Public Coinbase and Kraken candles. Checked together before they become a research dataset.
INSIDE THE ENGINE
Ares checks the input before it trusts the output. Change the feed below. See what gets through.
Fresh, complete data passes every check.
PASS / VALIDATED INPUTIllustrative scenarios, including simulated recovery. No live exchange connection or orders.
EVIDENCE OVER INSTINCT
Learn from the past. Leave a gap. Test on what the model hasn’t seen.
Ares uses chronological evaluation with fees, slippage, and doubled-cost stress. Models earn their place through evidence.
Read the research protocolWindow 01. Train on the earliest data, then evaluate on the next unseen period.
Select a window to follow the expanding training history.BUILT TO BE EXAMINED
Explore the research. Inspect the decisions. Make it better.