ARTEMIS_CORE ▲ ONLINE WIN_RATE ▲ 41.3% ML_HIGH_CONF ▲ ≥65% REAL CIRCUIT_BREAKER ▲ ACTIVE SHADOW_CAPTURE ▲ 97.6% OPTIMIZER ▲ SYNCED AGENTS ▲ 6/6 ACTIVE NON_CUSTODIAL ▲ VERIFIED ARTEMIS_CORE ▲ ONLINE WIN_RATE ▲ 41.3% ML_HIGH_CONF ▲ ≥65% REAL CIRCUIT_BREAKER ▲ ACTIVE SHADOW_CAPTURE ▲ 97.6% OPTIMIZER ▲ SYNCED AGENTS ▲ 6/6 ACTIVE 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
≥65%
ML High-Confidence Passthrough
99.4%
Market Noise Rejected
43,200
Daily Markets Scanned
<0.6%
Elite Execution Rate
// LIVE TELEMETRY FEED

Real-Time Closed Trades.
On-Chain & Cloud Verified.

Execution telemetry exported automatically from Binance Futures closures via serverless AWS. Real trades and Shadow paper tests are isolated in real-time.

s3://recent-trades-crypto/recent_trades.json · LIVE_FEED
SYMBOL MODE SIDE TIER RETURN (%)
⏳ Fetching live execution stream from S3...
SOURCE: s3://recent-trades-crypto/recent_trades.json
LAST SYNC: SYNCING...
// 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 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.

// ACTIVE TRADERS

Plug into your existing account.

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.

// RESEARCHERS

Peer-reviewed methodology.

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.

// 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 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
WHY IT MATTERS — In cryptocurrency futures, a win rate above 40% sustained over a 60-day live window is statistically rare. ARTEMIS achieves this through continuous ML model updates and real-time inference — recalibrating optimal probability cutoffs per market regime while isolating paper testing in Shadow Mode.
// SHADOW MODE & ML ENGINE

Every Rejected Signal
Still Teaches Something.

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.

  • Continuous ML Inference: Multi-regime Logistic Regression with polynomial feature scaling evaluating live probability vs calibrated cutoffs.
  • High-Confidence Passthrough (≥65%): High-probability ML signals automatically override HARD risk filters to execute directly as REAL trades.
  • Out-of-Sample Validation: The Reporter validates model performance via Wilson score confidence intervals before promoting strategies to REAL status.
  • AI Regret Feedback: Dynamically balances missed gain opportunity cost against avoided losses based strictly on real execution telemetry.
REAL SHADOW
// RESILIENCE & CIRCUIT BREAKER

Most Algo Systems Freeze.
ARTEMIS Adapts.

When drawdowns occur or market filters tighten, ARTEMIS seamlessly transitions into paper-trading mode to protect capital while accelerating learning.

  • Portfolio Circuit Breaker: Automatically triggers 100% Shadow Trading ($0 real risk) during equity drawdowns, expanding virtual capacity to 5 signals for rapid recovery research.
  • AI Danger Zones: Identifies toxic market regimes (ADX spikes, extreme EMA overextension, BTC momentum dumps) and enforces dynamic risk limits.
  • Adaptive Sizing: Dynamically scales position notionals and risk multipliers based on real-time market volatility and strategy tier rankings.
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.

PHASE 1 · COMPLETED

Live Track Record & Zenodo Paper

60-day verified live track record on Binance Futures and published peer-reviewed methodology on Zenodo (v1.1).

PHASE 2 · ACTIVE (CURRENT)

Private Alpha Access

Restricted release limited to 100 API keys to preserve execution edge and prevent liquidity friction before public closure.

PHASE 3 · UPCOMING

Institutional PAMM Scaling

Once alpha capacity is reached, transition from retail API access to a closed institutional PAMM / Fund structure.

// 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 position arrays, you can start with as little as $500 USDT. Trades execute with conservative leverage (1x–3x) to protect account equity.
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 pause or intervene manually at any time?
Yes. You maintain 100% control over your Binance account. You can manually close positions or delete API key permissions instantly from your Binance app whenever you choose.
// 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