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Social Studio

24 findings × 5 formats — download slides as SVG or PNG, copy post text, or export citation quote cards.

24

Findings

5

Slides per finding

5

Formats

5

Citations

GHArchive Builder Signal Infographic

Live OSS repository classification data rendered across 3 themes and 5 platform formats. Switch themes and formats below — preview updates instantly, then download as SVG or PNG.

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AISECURITY.LLC · TWITTER / X · EXECUTIVE GRID GHArchive Builder Signal Live OSS stream classifications · AI Security Engineering 2026 Classified Repos 2,500 Scoped Events 26,662 Classified Share 35.0% Confidence H/M/L 553/322/1625 Top Classified Bucket Share Governance & Assurance 10.8% Runtime Monitoring 8.8% Prompt & Generation 4.3% AI Supply Chain 4.0% Evidence Strength by Bucket Agentic Action 72.7 Runtime Monitoring 70.2 Prompt & Generation 57.3 Governance & Assurance 54.2 Control Artifacts per Repo AI Supply Chain 3.62 Governance & Assurance 3.31 Runtime Monitoring 3.13 Agentic Action 2.86 Release Cadence per 100 Repos AI Supply Chain 10.9 Privacy & Data 4.35 Runtime Monitoring 3.64 Governance & Assurance 3.32 Directional public OSS signal; not proof of private enterprise implementation maturity. davidwolf.org/report · 2026-06-09
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Source: GHArchive OSS stream · 2,500 repos · 26,662 events · 2026-06-09

Finding & Citation Studio

Per-finding social cards in every format, with auto-generated tweet threads and LinkedIn posts. Citations tab gives quote/stat cards for all 200+ validated sources.

24 findings

Talent and role-design crisis

The Frankenstein Role

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AISECURITY.LLC 1 / 5 TALENT AND ROLE-DESIGN CRISIS The Frankenstein Role AI Security Engineer role language often bundles five historically separate capability families into one requisition. The State of AI Security Engineering Report 2026
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AISECURITY.LLC 2 / 5 ROLE BREADTH SIGNAL Flagship thesis Flagship thesis AI Security Engineer role language often bundles five historically separate capability The State of AI Security Engineering Report 2026
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AISECURITY.LLC 3 / 5 THE FINDING Frankenstein Role AI Security Engineer role language often bundles five historically separate capability families into one requisition. The State of AI Security Engineering Report 2026
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AISECURITY.LLC 4 / 5 WHAT TO DO Action items 1. Define one primary ownership domain before posting the role. 2. Separate engineering delivery from governance evidence expectations. 3. Use role-architecture interviews instead of generic security interviews. The State of AI Security Engineering Report 2026
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AISECURITY.LLC 5 / 5 STATE OF AI SECURITY ENGINEERING 2026 Read the full report davidwolf.org/report The State of AI Security Engineering Report 2026
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Post copy
🔍 The Frankenstein Role

AI Security Engineer role language often bundles five historically separate capability families into one requisition.

#AISecurity #AISecurityEngineering #CyberSecurity