EXPERIMENT GALLERY
A chronological timeline of the Swarm Engine's validation campaign, tracing the evolution from simple peptide folding to complex multi-component assembly and financial stress testing.
Plain English Guide
The Proof of Work
This timeline shows every test we've passed. We started with simple proteins and moved to complex gene editing and financial markets. Each success proves the AI is getting smarter and more capable.
- •Complexity Levels: We moved from 'Low' (easy) to 'Extreme' (very hard) tasks.
- •Why it matters: If the AI can solve 'Extreme' biological problems like Alzheimer's aggregation or CRISPR errors, it is more than ready to handle financial data.
01/05001
01/05002
01/05003
01/06004
01/06005
01/07006
01/07007
01/07008
01/07009
01/07010
01/07011
01/08012
01/08013
01/08014
01/08015
01/08016
01/08017
01/09018
01/09019
01/09020
01/09021A
01/09021B
01/09022
01/10030
01/10030B
01/10040
01/10040B
01/10050
01/11031
01/11031B
SHADOW-EXP-0012026-01-05
LOW COMPLEXITYChignolin Regime Detection
Target: Chignolin (10 residues)
Challenge
Basic Folding (2-State)
Result
100% Accuracy
SHADOW-EXP-0022026-01-05
LOW COMPLEXITYTrp-Zip2 Beta Hairpin
Target: Trp-Zip2 (12 residues)
Challenge
Beta-Sheet Stability
Result
Zipper Detected
SHADOW-EXP-0032026-01-05
LOW COMPLEXITYPoly-Alanine Helix
Target: Poly-Ala (15 residues)
Challenge
Alpha-Helix Nucleation
Result
Nucleation Predicted
SHADOW-EXP-0042026-01-06
MEDIUM COMPLEXITYBBA5 Mixed Fold
Target: BBA5 (23 residues)
Challenge
Helix-Sheet Interaction
Result
Pathway Resolved
SHADOW-EXP-0052026-01-06
MEDIUM COMPLEXITYVillin Intermediate States
Target: Villin HP35 (35 residues)
Challenge
Multi-Stage Folding
Result
3-State Detection
SHADOW-EXP-0062026-01-07
HIGH COMPLEXITYTrp-Cage Misfold Traps
Target: Trp-Cage (20 residues)
Challenge
Folding Funnel & Traps
Result
Trap Identification
SHADOW-EXP-0072026-01-07
HIGH COMPLEXITYProtein G Topology
Target: Protein G (56 residues)
Challenge
Complex Topology
Result
Knots Resolved
SHADOW-EXP-0082026-01-07
HIGH COMPLEXITYUbiquitin Thermal Stress
Target: Ubiquitin (76 residues)
Challenge
Melting Point Prediction
Result
Tm Predicted
SHADOW-EXP-0092026-01-07
EXTREME COMPLEXITYAmyloid Aggregation
Target: Aβ42 (Alzheimer's)
Challenge
Nucleation & Fibrilization
Result
Early Warning Signal
SHADOW-EXP-0102026-01-07
EXTREME COMPLEXITYInsulin Dimerization
Target: Insulin Dimer
Challenge
Multi-Chain Assembly
Result
Interface Stable
SHADOW-EXP-0112026-01-07
EXTREME COMPLEXITYCRISPR-Cas9 Gene Editing
Target: Cas9-gRNA-DNA Complex
Challenge
Stochastic Editing & Off-Targets
Result
Trap Detection (Off-Target)
SHADOW-EXP-0122026-01-08
EXTREME COMPLEXITYMulti-Agent Emergence
Target: Prion (2L1B) / Bank Network
Challenge
Systemic Cascade Detection
Result
Nucleation Predicted
SHADOW-EXP-0132026-01-08
EXTREME COMPLEXITYAdversarial Evolution
Target: Virus vs Antibody / HFT vs Market Maker
Challenge
Strategic Evasion Detection
Result
Breakout Strategy Identified
SHADOW-EXP-0142026-01-08
EXTREME COMPLEXITYEcosystem Stability
Target: Predator-Prey Model
Challenge
Collapse Prediction
Result
Tipping Point Found
SHADOW-EXP-0152026-01-08
EXTREME COMPLEXITYCardiac Chaos
Target: Cardiac Tissue
Challenge
Arrhythmia Detection
Result
Alternans Detected
SHADOW-EXP-0162026-01-08
EXTREME COMPLEXITYToxicology Screen
Target: Liver Cell Swarm
Challenge
Dose-Response Threshold
Result
Toxicity Predicted
SHADOW-EXP-0172026-01-08
EXTREME COMPLEXITYSystemic Risk
Target: Banking Network
Challenge
Synchronization Risk
Result
Cascade Predicted
SHADOW-EXP-0182026-01-09
EXTREME COMPLEXITYButterfly Protocol
Target: Lorenz Attractor
Challenge
Chaos Control
Result
Orbit Stabilized
SHADOW-EXP-0192026-01-09
EXTREME COMPLEXITYPower Grid Failure
Target: National Grid
Challenge
Cascade Failure
Result
Blackout Prevented
SHADOW-EXP-0202026-01-09
EXTREME COMPLEXITYSupply Chain Shock
Target: Global Supply Chain
Challenge
Bullwhip Effect
Result
Volatility Dampened
SHADOW-EXP-021A2026-01-09
HIGH COMPLEXITYEvent Horizon (Legacy)
Target: Physics Core (Python/Numpy)
Challenge
Computational Limit
Result
FAILED (0.3 TPS)
SHADOW-EXP-021B2026-01-09
HIGH COMPLEXITYSAP Event Horizon
Target: Physics Core (Numba/SAP)
Challenge
High-Frequency Execution
Result
1283x Speedup (483 TPS)
SHADOW-EXP-0222026-01-09
EXTREME COMPLEXITYGLD/SLV Regime Shock
Target: Gold/Silver Portfolio
Challenge
Contagion & Flash Crash
Result
Risk Mitigated (+0.7% vs -8%)
SHADOW-EXP-0302026-01-10
HIGH COMPLEXITYTQQQ Momentum Gating
Target: TQQQ (3x Leveraged ETF)
Challenge
Intraday Volatility & Decay
Result
+4.74% (19 Blocks)
SHADOW-EXP-030B2026-01-10
HIGH COMPLEXITYTQQQ Enhanced Gating
Target: TQQQ (Enhanced)
Challenge
Dynamic Sizing & Macro Filters
Result
+5.01% (Superior Risk-Adj)
SHADOW-EXP-0402026-01-10
HIGH COMPLEXITYSPY Credit Spreads Swarm
Target: SPY (S&P 500 ETF)
Challenge
Tail Risk Mitigation
Result
-70% Drawdown
SHADOW-EXP-040B2026-01-10
HIGH COMPLEXITYIndex Credit Spreads (Enhanced)
Target: SPY + QQQ (Bi-Directional)
Challenge
Regime-Based Sizing & Profit Taking
Result
+3.22% vs Baseline
SHADOW-EXP-0502026-01-10
EXTREME COMPLEXITYPortfolio Overlay System
Target: Multi-Strategy Portfolio
Challenge
Centralized Risk Governance
Result
-99% Drawdown Reduction
SHADOW-EXP-0312026-01-11
HIGH COMPLEXITYTQQQ Structure Swarm
Target: TQQQ (Daily Swing)
Challenge
Trend Pullback Gating
Result
-50% Drawdown (Risk-Off)
SHADOW-EXP-031B2026-01-11
HIGH COMPLEXITYTQQQ Swarm Optimized
Target: TQQQ (Smart Risk-Off)
Challenge
Ret/DD Optimization
Result
Ret/DD 4.27 (vs Base 4.15)