ARTEMIS_CORE ▲ ONLINE WIN_RATE ▲ 41.3% SHADOW_CAPTURE ▲ 97.6% OPTIMIZER ▲ SYNCED AGENTS ▲ 6/6 ACTIVE CLOUD_OPS ▲ SERVERLESS TECH PREPRINT ▲ ZENODO v1.1 NON_CUSTODIAL ▲ VERIFIED ARTEMIS_CORE ▲ ONLINE WIN_RATE ▲ 41.3% SHADOW_CAPTURE ▲ 97.6% OPTIMIZER ▲ SYNCED AGENTS ▲ 6/6 ACTIVE CLOUD_OPS ▲ SERVERLESS PREPRINT ▲ ZENODO v1.1 NON_CUSTODIAL ▲ VERIFIED
RESEARCH STATUS: PUBLISHED · ZENODO PREPRINT v1.1

Trade Smarter.
Explore Safer.

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.

root@kinqo-core: ~artemis-protocol
SERVERLESS AWS
PYTHON CORE
BINANCE FUTURES API
POLYGON NETWORK
41.3%
Verified Win Rate · 60-day live
97.6%
Shadow Mode Capture
2x
Faster Adaptation vs Real-Only
<$40/m
Full Cloud Ops Cost
99.4%
Market Noise Rejected
43,200
Daily Markets Scanned
<0.6%
Elite Execution Rate
// WHO IS THIS FOR

Built for Those Who
Think in Systems.

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.

// QUANT DEVELOPERS

API-first. Fully configurable.

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.

// ACTIVE TRADERS

Plug into your existing account.

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.

// RESEARCHERS

Peer-reviewed methodology.

The full system is documented in a Zenodo preprint with Bayesian optimization details, FDR correction, and out-of-sample validation. Citable. Reproducible. Transparent.

// THE SCIENCE

Validated Performance.
Probabilistic Benchmarking.

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
WHY IT MATTERS — In cryptocurrency futures, a win rate above 40% sustained over a 60-day live window is statistically rare. ARTEMIS achieves this not through price prediction, but through continuous self-correction — updating its own filters every 6 hours using both real and simulated trade outcomes. The system traded 301 times during this period with a fixed risk per trade, adapting autonomously across three distinct market regimes.
// SHADOW MODE

Every Rejected Signal
Still Teaches Something.

Most systems discard signals that don't pass their filters. ARTEMIS simulates them — and learns from the outcome without risking a single dollar.

  • Scanner & Sentiment: Continuous parsing of market regimes, momentum, and macro sentiment to identify prime opportunities.
  • The Reporter: Rigorous out-of-sample validation to ensure only elite, statistically significant strategies survive.
  • AI Analyst: Evaluates theoretical paper outcomes against real execution telemetry to isolate genuine alpha from market friction.
  • Execution & Closing: Micro-routing with adaptive sizing (Risk Divider) and dynamic Time-To-Live closing logic.
REAL SHADOW
// RESILIENCE

Most Algo Systems Freeze.
ARTEMIS Adapts.

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.

  • Danger Zones: The AI Analyst identifies toxic combinations of volatility and momentum, dynamically blocking strategies before they bleed capital.
  • Adaptive Sizing: The Executor computes inter-asset correlation (rho) in real-time, fractioning capital allocation to prevent risk clustering.
  • Regret Framework: Filters that block too many profitable trades are autonomously relaxed, while failing strategies are aggressively tightened.
HEALING_ACTIVE
PUBLISHED RESEARCH · ZENODO PREPRINT v1.1

ARTEMIS: Adaptive Multi-Agent Trading System with Risk-Free Exploration via Shadow Mode

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.

VIEW ON ZENODO
DOI: 10.5281/zenodo.18841943 · v1.1 · CC BY 4.0
BIBTEX CITATION
@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}
}
// ONBOARDING

Three Steps to Autopilot.

01

Request Access

Subscribe via USDC (Polygon) to receive your unique ARTEMIS API token instantly to your email.

02

Connect API Keys

Provide your Binance Futures keys with read/trade permissions only. No withdrawal rights.

03

System Sync

ARTEMIS links to your account and immediately begins scanning, shadowing, and executing elite signals autonomously.

// SECURITY ARCHITECTURE

Zero Custody.
Maximum Defense.

We built ARTEMIS with the assumption that every system can be targeted. Your API keys are treated with military-grade isolation.

// THE ROADMAP

The Path to Institutional Grade.

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.

MONTHS 1-3

Live Validation

Executing in live markets to consolidate public performance metrics (Sharpe, Max Drawdown) outside of simulations.

MONTHS 4-6

Verified Audit

Integration of historical performance with third-party portals (e.g., Binance Leaderboards) for external cryptographic validation.

MONTHS 6+

Institutional Scaling

Once liquidity limits are proven, transition from a B2C retail model to a closed institutional PAMM/Fund model.

// THE RED LINES

Capital Preservation First.

We believe in surviving the worst days, not just profiting on the best ones. ARTEMIS is hard-coded with non-negotiable risk limits.

01 / VOLATILITY LOCK

If Binance order book spreads exceed our friction thresholds, the system aborts execution to protect you from toxic slippage.

02 / ADAPTIVE SIZING

Capital exposure is dynamically fractioned across concurrent trades based on real-time inter-asset correlation (rho) to prevent risk clustering.

03 / DIRECTIONAL SHIELD

During macroeconomic flash crashes, the system automatically disables all BUY strategies, hunting exclusively for shorting opportunities.

// F.A.Q.

Frequently Asked Questions.

What happens during a Flash Crash?
ARTEMIS features a Directional Lock based on BTC momentum. If the market crashes violently, it automatically blocks all BUY strategies across the portfolio and shifts exclusively to SELL/Short opportunities.
What is the minimum capital required?
Because the Executor uses fractional risk sizing and adaptive dynamic arrays, you can start with as little as $500. The system adjusts its position sizes based on your available balance.
Do I need to keep my computer on?
No. ARTEMIS is entirely cloud-native and runs on serverless AWS infrastructure. Once connected, your account is managed 24/7 in the cloud.
Can I intervene manually?
Yes. It's your Binance account. You can manually close any position or stop the API keys at any time directly from your Binance app. ARTEMIS's Closer will sync automatically.
// PRIVATE ALPHA PHASE

Join the Early Adopter Cohort.

Access is currently restricted to 100 API keys to prevent statistical edge dilution. Secure your lifetime pricing before institutional launch.

NON-CUSTODIAL  ·  NO WITHDRAWAL PERMISSIONS  ·  SERVERLESS TECH
BAYESIAN OPTIMIZATION  ·  FDR CONTROLLED  ·  ZENODO PUBLISHED
SYSTEM STATUS
SYNCED