ARTEMIS is a 6-node autonomous trading infrastructure integrating Real-Time Scanning, Macro Sentiment, and AI-Driven Execution. Plug into your Binance Futures account. Let the system adapt.
ARTEMIS is not a signal service or a copy-trading platform. It is infrastructure — designed for people who want to understand what their system is doing and why.
Every filter threshold, prior strength, and starvation trigger is exposed as an environment variable. Modify, fork, extend — the architecture is yours to inspect via the published paper.
Connect via Binance Futures API keys. Non-custodial — ARTEMIS never holds or withdraws funds. Your capital stays in your account at all times. You keep full control.
The full system is documented in a Zenodo preprint with Bayesian optimization details, FDR correction, and out-of-sample validation. Citable. Reproducible. Transparent.
Experiments on 301 live trades over 60 days show that ARTEMIS consistently outperforms static and random baselines through continuous Bayesian optimization. Win rate improvement of +10.1pp is statistically significant at p < 0.01 (Wilcoxon signed-rank test).
| Methodology | Trades | Win Rate | Status |
|---|---|---|---|
| Fixed (Static Baseline) | 87 | 31.2% | Underperforming |
| Random Updates | 142 | 28.7% | Non-viable |
| Shadow-Only Learning | 294 | 35.1% | Neutral |
| ARTEMIS (Full System) | 301 | 41.3% | Active Alpha |
Most systems discard signals that don't pass their filters. ARTEMIS simulates them — and learns from the outcome without risking a single dollar.
When filters become too restrictive, most systems simply stop trading — and stop learning. ARTEMIS detects this automatically and heals itself through a two-tier protection architecture.
Author: David López Oñate · Researcher - Kinqo AI.
Published on Zenodo (v1.1 · 2026-03-02 · CC BY 4.0).
Peer-reviewable methodology with full Bayesian optimization details, FDR correction, and out-of-sample validation across three market regimes.
@article{onate2026artemis,
title = {ARTEMIS: Adaptive Multi-Agent
Trading System with Risk-Free
Exploration via Shadow Mode},
author = {L{\'o}pez O{\~n}ate, David},
year = {2026},
note = {Zenodo Preprint v1.1},
doi = {10.5281/zenodo.18841943}
}
Subscribe via USDC (Polygon) to receive your unique ARTEMIS API token instantly to your email.
Provide your Binance Futures keys with read/trade permissions only. No withdrawal rights.
ARTEMIS links to your account and immediately begins scanning, shadowing, and executing elite signals autonomously.
We built ARTEMIS with the assumption that every system can be targeted. Your API keys are treated with military-grade isolation.
We are currently in the public validation phase. Our immediate roadmap is strictly focused on building an undeniable, cryptographically verified track record before closing public access.
Executing in live markets to consolidate public performance metrics (Sharpe, Max Drawdown) outside of simulations.
Integration of historical performance with third-party portals (e.g., Binance Leaderboards) for external cryptographic validation.
Once liquidity limits are proven, transition from a B2C retail model to a closed institutional PAMM/Fund model.
We believe in surviving the worst days, not just profiting on the best ones. ARTEMIS is hard-coded with non-negotiable risk limits.
If Binance order book spreads exceed our friction thresholds, the system aborts execution to protect you from toxic slippage.
Capital exposure is dynamically fractioned across concurrent trades based on real-time inter-asset correlation (rho) to prevent risk clustering.
During macroeconomic flash crashes, the system automatically disables all BUY strategies, hunting exclusively for shorting opportunities.
Access is currently restricted to 100 API keys to prevent statistical edge dilution. Secure your lifetime pricing before institutional launch.