LLMSafetyHub

AI can move fast — but risks move faster.

From HIPAA gaps to hiring-bias claims, the rules are shifting. We're not lawyers or insurers — we're translators. Our checklists turn dense guidance into plain-English starting points you can take to your team, vendor, or insurer.

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Quick 2-page checklist to spot blind spots before you ship AI

  • Educational only — not legal, insurance, or medical advice
  • AI-assisted, human-edited for clarity
  • Fast, privacy-respecting, no trackers
  • Built for founders & non-lawyers
AI and human figure balancing legal scales within a protective sphere, representing the balance between AI innovation and legal protection

🔥 Hot Topics in AI Risk

Latest insights from our 46+ article library - real scenarios, practical guidance, zero jargon.

POPULAR

Employee Privacy vs. AI Monitoring

Legal boundaries for AI-powered employee monitoring. State privacy laws, consent requirements, and practical implementation guidelines.

What This Is / What This Isn't

Latest AI Risk Insights

Real scenarios, practical questions, and plain-English breakdowns from our growing library of guides.

Browse all articles →

Healthcare: Does HIPAA cover AI tools?

Healthcare

Real scenarios that matter:

Scenario A: A clinician pastes patient notes into a general LLM. The vendor stores prompts to improve the model. That's PHI disclosure to a non-BAA vendor → compliance risk.

Scenario B: A telehealth startup sends transcripts to a speech-to-text API without a BAA. Even if encrypted, vendor role still matters under HIPAA.

Plus: 5 questions to ask before using AI with PHI

Read the full guide →

Can You Be Sued for Using AI in Client Work?

Legal Risk

Professional liability scenarios:

Consultant liability – AI generates flawed analysis that leads to client losses. Professional liability coverage may not extend to AI-assisted work.

Agency malpractice – Marketing copy contains AI hallucinations that trigger regulatory action against client.

Includes contract language and insurance considerations

Read the full guide →

AI Hiring Discrimination Risk

HR & Recruiting

Common bias scenarios:

Resume filtering bias – Algorithm trained on past "successful" hires may favor certain demographics.

Video interview AI – Tools scoring facial expressions or voice tone risk disability/racial discrimination claims.

Read the full guide →

Customer Service Bots Gone Wrong

Business Risk

Real chatbot failures:

From bots leaking customer data to AI giving harmful advice, customer service automation creates new liability risks most small businesses haven't considered.

Practical prevention checklist included

Read the full guide →

Cyber vs. AI Liability Coverage

Insurance

Coverage gaps to understand:

Cyber policies often cover breaches but AI-specific issues like hallucinated advice, prompt attacks, or non-compliant vendors are gray areas.

Read the full guide →

DIY AI Policies: Staff Guardrails

Policy & Training

Practical policy templates:

Simple, enforceable AI use policies for small teams. Includes data protection rules, approval workflows, and staff training guidelines that actually work.

Read the full guide →

46+ Practical AI Risk Articles

From HIPAA compliance to hiring bias, insurance gaps to regulatory readiness - we cover the scenarios that matter to real businesses.

Explore All Articles

🚀 Start Here: Free 10-Minute AI Preflight Check

"Ship AI without blind spots"

Before you launch any AI feature, run this quick preflight check. It takes 10 minutes and helps you spot legal, regulatory, and trust blind spots that could become costly problems later.

✓ Confirm human reviewer for high-stakes outputs ✓ Check vendor liability (and BAA if PHI involved) ✓ Sanitize marketing claims (no "bias-free" guarantees) ✓ Run quick prompt-injection & edge-case tests ✓ Choose ship/mitigate/pause outcome with owners
Get Free Preflight Check

2-page PDF with fillable checkboxes • No email required

FREE

AI Preflight Check

10-Minute Overconfidence Prevention

⏱️ 10 minutes
📄 2-page PDF
🎯 Instant clarity

Found risks in your preflight? Get the Complete AI Risk Playbook

"The full framework for AI risk management"

If the 10-minute preflight surfaced Medium/High risks, you need the complete toolkit. The AI Risk Playbook provides deep frameworks, conversation scripts, and interactive worksheets to address every risk systematically.

5 Deep Chapters Legal traps, regulatory backlash, public trust, blind spots, false productivity
5 Self-Audit Toolkits Printable checklists with transparent checkboxes
3 Conversation Guides Ready-to-use scripts for vendors, lawyers, and insurers
5 Interactive Worksheets Fillable PDFs: self-test, scorecard, headline test, stress-test log, ROI calculator
Get the AI Risk Playbook

Designed for founders and non-lawyers • Educational only, not legal advice

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The AI Risk Playbook

Avoid the Overconfidence Trap

✓ 5 Toolkits ✓ 3 Scripts ✓ 5 Worksheets ✓ 6 Appendices

Get the Free AI Risk Checklists

Plain-English question sets to help you talk with your lawyer, insurer, and vendors — designed to surface gaps without false confidence.

Get All 8 Free Checklists

HealthcareHIPAA + AI essentials

HR/RecruitingAI hiring bias prevention

InsuranceCyber vs. AI coverage gaps

Legal RiskAI red flags for lawsuits

RegulationReadiness assessment

Customer TrustAI communication guidelines

Risk AssessmentAI overconfidence stress test

ROI AnalysisTrue cost of AI shortcuts

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How we build these (transparency)

We compile plain-English prompts from publicly available sources (e.g., HIPAA, EEOC, NIST, insurer materials). We use AI to draft summaries and a human editor to ensure clarity and remove hype. We do not provide legal interpretations or coverage determinations.

Ready to ship AI without blind spots?

Start with the free 10-minute preflight check, then upgrade to the complete playbook if you need the full framework.

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