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.
Execution telemetry exported automatically from Binance Futures closures via serverless AWS. Real trades and Shadow paper tests are isolated in real-time.
| SYMBOL | MODE | SIDE | TIER | RETURN (%) |
|---|---|---|---|---|
| ⏳ Fetching live execution stream from S3... | ||||
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 ML probability cutoff, danger zone threshold, and circuit breaker trigger is exposed as an environment variable. Inspect, configure, extend — the architecture is yours to command.
Connect via Binance Futures API keys. Non-custodial — ARTEMIS never holds or withdraws funds. Real trades execute automatically while Shadow Mode gathers risk-free telemetry.
The full system is documented in a Zenodo preprint with continuous ML calibration, Wilson score confidence intervals, and out-of-sample regime validation. Citable. Reproducible. Transparent.
Experiments on 301 live trades over 60 days show that ARTEMIS consistently outperforms static and random baselines through continuous ML calibration and dynamic regret feedback. High-confidence ML signals (≥65%) bypass traditional filters to maximize alpha capture.
| 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 ML System) | 301 | 41.3% | Active Alpha |
Most systems discard signals that don't pass their filters. ARTEMIS simulates them in Shadow Mode — and trains its machine learning models on the outcomes without risking a single dollar.
When drawdowns occur or market filters tighten, ARTEMIS seamlessly transitions into paper-trading mode to protect capital while accelerating learning.
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.
60-day verified live track record on Binance Futures and published peer-reviewed methodology on Zenodo (v1.1).
Restricted release limited to 100 API keys to preserve execution edge and prevent liquidity friction before public closure.
Once alpha capacity is reached, transition from retail API access to a closed institutional PAMM / Fund structure.
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.