AI Safety Research → Automated Risk Assessment Dashboard
Aggregate AI safety research papers and automatically generate risk assessment summaries for compliance and safety teams.
Workflow Steps
IFTTT
Monitor AI safety publications
Set up IFTTT applets to monitor arXiv, Google Scholar alerts, and AI safety organizations for new research papers. Use keywords like 'AI safety', 'AI alignment', 'AI risk assessment', and 'AI governance' to filter relevant content.
Zapier
Parse and categorize research
Create a Zapier workflow that takes new research alerts and uses GPT-3.5 to extract key information: research topic, risk level (1-5 scale), industry impact, and regulatory implications. Store this in a structured format.
Airtable
Build risk assessment database
Set up an Airtable base with tables for 'Research Papers', 'Risk Categories', and 'Compliance Actions'. Use formulas to automatically calculate risk scores and link related papers. Include fields for publication date, authors, and implementation timeline.
Retool
Create interactive dashboard
Build a Retool dashboard connected to your Airtable base showing AI safety trends, risk distribution charts, and action items. Include filters for time periods, risk levels, and research categories. Set up automated weekly email reports for stakeholders.
Workflow Flow
Step 1
IFTTT
Monitor AI safety publications
Step 2
Zapier
Parse and categorize research
Step 3
Airtable
Build risk assessment database
Step 4
Retool
Create interactive dashboard
Why This Works
Transforms scattered AI safety research into a centralized, actionable dashboard that enables proactive risk management instead of reactive compliance.
Best For
Help compliance teams stay ahead of AI safety requirements and risks
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