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bafin_marisk_at9_algorithm_explainability_guard_teaser

Official Evaluation Teaser by Emgena AI Labs.
Contains 50 verified production trajectories for BaFin MaRisk AT 9, DORA Article 30/19, and EU AI Act technical compliance.

🎁 Full Enterprise MCP Suite (500 Trajektorien + Turnkey Zero-Latency Engine)

Die vollständige Version enthält 500 AST-geprüfte Trajektorien, 30 Produktions-Incidents, den Zero-Dependency MCP Server (server.py), DPO-Präferenzpaare und BGB/EU AI Act Compliance.

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🛡️ MCP Quickstart (Free Community Edition)

# In Cursor oder Claude Desktop einbinden
python server_free.py

Verifiziert von Emgena AI Labs.

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1.13 MB

id stringlengths 57 57	incident_id stringlengths 55 55	domain stringclasses 1 value	messages listlengths 5 5
bafin_marisk_at9_algorithm_explainability_guard_traj_0000	bafin_marisk_at9_algorithm_explainability_guard_inc_001	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
bafin_marisk_at9_algorithm_explainability_guard_traj_0001	bafin_marisk_at9_algorithm_explainability_guard_inc_002	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
bafin_marisk_at9_algorithm_explainability_guard_traj_0002	bafin_marisk_at9_algorithm_explainability_guard_inc_003	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
bafin_marisk_at9_algorithm_explainability_guard_traj_0003	bafin_marisk_at9_algorithm_explainability_guard_inc_004	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'bafin_marisk_at9_algorit...
bafin_marisk_at9_algorithm_explainability_guard_traj_0004	bafin_marisk_at9_algorithm_explainability_guard_inc_005	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
bafin_marisk_at9_algorithm_explainability_guard_traj_0005	bafin_marisk_at9_algorithm_explainability_guard_inc_006	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
bafin_marisk_at9_algorithm_explainability_guard_traj_0006	bafin_marisk_at9_algorithm_explainability_guard_inc_007	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
bafin_marisk_at9_algorithm_explainability_guard_traj_0007	bafin_marisk_at9_algorithm_explainability_guard_inc_008	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'bafin_marisk_at9_algorit...
bafin_marisk_at9_algorithm_explainability_guard_traj_0008	bafin_marisk_at9_algorithm_explainability_guard_inc_009	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
bafin_marisk_at9_algorithm_explainability_guard_traj_0009	bafin_marisk_at9_algorithm_explainability_guard_inc_010	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
bafin_marisk_at9_algorithm_explainability_guard_traj_0010	bafin_marisk_at9_algorithm_explainability_guard_inc_011	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
bafin_marisk_at9_algorithm_explainability_guard_traj_0011	bafin_marisk_at9_algorithm_explainability_guard_inc_012	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'bafin_marisk_at9_algorit...
bafin_marisk_at9_algorithm_explainability_guard_traj_0012	bafin_marisk_at9_algorithm_explainability_guard_inc_013	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
bafin_marisk_at9_algorithm_explainability_guard_traj_0013	bafin_marisk_at9_algorithm_explainability_guard_inc_014	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
bafin_marisk_at9_algorithm_explainability_guard_traj_0014	bafin_marisk_at9_algorithm_explainability_guard_inc_015	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
bafin_marisk_at9_algorithm_explainability_guard_traj_0015	bafin_marisk_at9_algorithm_explainability_guard_inc_016	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'bafin_marisk_at9_algorit...
bafin_marisk_at9_algorithm_explainability_guard_traj_0016	bafin_marisk_at9_algorithm_explainability_guard_inc_017	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
bafin_marisk_at9_algorithm_explainability_guard_traj_0017	bafin_marisk_at9_algorithm_explainability_guard_inc_018	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
bafin_marisk_at9_algorithm_explainability_guard_traj_0018	bafin_marisk_at9_algorithm_explainability_guard_inc_019	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
bafin_marisk_at9_algorithm_explainability_guard_traj_0019	bafin_marisk_at9_algorithm_explainability_guard_inc_020	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'bafin_marisk_at9_algorit...
bafin_marisk_at9_algorithm_explainability_guard_traj_0020	bafin_marisk_at9_algorithm_explainability_guard_inc_021	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
bafin_marisk_at9_algorithm_explainability_guard_traj_0021	bafin_marisk_at9_algorithm_explainability_guard_inc_022	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
bafin_marisk_at9_algorithm_explainability_guard_traj_0022	bafin_marisk_at9_algorithm_explainability_guard_inc_023	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
bafin_marisk_at9_algorithm_explainability_guard_traj_0023	bafin_marisk_at9_algorithm_explainability_guard_inc_024	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'bafin_marisk_at9_algorit...
bafin_marisk_at9_algorithm_explainability_guard_traj_0024	bafin_marisk_at9_algorithm_explainability_guard_inc_025	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
bafin_marisk_at9_algorithm_explainability_guard_traj_0025	bafin_marisk_at9_algorithm_explainability_guard_inc_026	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
bafin_marisk_at9_algorithm_explainability_guard_traj_0026	bafin_marisk_at9_algorithm_explainability_guard_inc_027	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
bafin_marisk_at9_algorithm_explainability_guard_traj_0027	bafin_marisk_at9_algorithm_explainability_guard_inc_028	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'bafin_marisk_at9_algorit...
bafin_marisk_at9_algorithm_explainability_guard_traj_0028	bafin_marisk_at9_algorithm_explainability_guard_inc_029	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
bafin_marisk_at9_algorithm_explainability_guard_traj_0029	bafin_marisk_at9_algorithm_explainability_guard_inc_030	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
bafin_marisk_at9_algorithm_explainability_guard_traj_0030	bafin_marisk_at9_algorithm_explainability_guard_inc_001	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
bafin_marisk_at9_algorithm_explainability_guard_traj_0031	bafin_marisk_at9_algorithm_explainability_guard_inc_002	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'bafin_marisk_at9_algorit...
bafin_marisk_at9_algorithm_explainability_guard_traj_0032	bafin_marisk_at9_algorithm_explainability_guard_inc_003	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
bafin_marisk_at9_algorithm_explainability_guard_traj_0033	bafin_marisk_at9_algorithm_explainability_guard_inc_004	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
bafin_marisk_at9_algorithm_explainability_guard_traj_0034	bafin_marisk_at9_algorithm_explainability_guard_inc_005	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
bafin_marisk_at9_algorithm_explainability_guard_traj_0035	bafin_marisk_at9_algorithm_explainability_guard_inc_006	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'bafin_marisk_at9_algorit...
bafin_marisk_at9_algorithm_explainability_guard_traj_0036	bafin_marisk_at9_algorithm_explainability_guard_inc_007	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are Emgena AI Labs Enterprise Sentinel for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Analyze production telemetry, trace defect root cause, invoke diagnostic tools, and deliver AST-validated zero-defect remediations." }, { "role": "user",...
bafin_marisk_at9_algorithm_explainability_guard_traj_0037	bafin_marisk_at9_algorithm_explainability_guard_inc_008	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are the FAANG v2.5 Staff Reliability Architect specializing in MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Inspect runtime traces and execute strict AST static analysis guards to protect critical production infrastructure." }, { "role": "us...
bafin_marisk_at9_algorithm_explainability_guard_traj_0038	bafin_marisk_at9_algorithm_explainability_guard_inc_009	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Autonomous AI Defense Guard for MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard. Enforce zero-tolerance safety policies, eliminate memory leaks and runtime deadlocks, and verify code invariance via AST parsing." }, { "role": "user", "...
bafin_marisk_at9_algorithm_explainability_guard_traj_0039	bafin_marisk_at9_algorithm_explainability_guard_inc_010	MaRisk AT 9 Outsourcing Algorithmic Black-Box Decision Trace Guard	[ { "role": "system", "content": "You are an Enterprise SRE Sentinel operating under strict EU AI Act compliance. Diagnose incidents, execute diagnostic tools, and output production-ready remediations." }, { "role": "user", "content": "CRITICAL PRODUCTION ALERT in service 'bafin_marisk_at9_algorit...