Eric Maida

[Karl Mehta @karlmehta]

Regulators arrived in force.

2024 alone: 59 U.S. federal AI regulations (2x previous year), 24 states passed deepfake laws, EU penalties up to €35M or 7% of global revenue.

The regulatory hammer is falling fast.

[Karl Mehta @karlmehta]

Meanwhile, the cost of inaction climbs:

• Average breach: $4.88M
• Financial sector: $6.08M
• Georgia Tech settlement: $875K

And 95% of generative AI pilots are FAILING because companies skip governance foundations.

[Karl Mehta @karlmehta]

What are leaders implementing?

NIST AI Risk Management Framework:

• Govern with cross-functional teams
• Map all AI systems by risk
• Measure bias and accuracy
• Manage with proven mitigations

Simple. Systematic. Devastatingly effective.

[Karl Mehta @karlmehta]

Only 26% of companies developed capabilities to scale AI responsibly.

The performance gap?

Leaders see 1.5x higher revenue growth, 1.6x greater returns, and 2.5x more AI revenue.

They're not just surviving. They're dominating.

[Karl Mehta @karlmehta]

Here's the disconnect:

• 64% of companies cite AI accuracy concerns.
• 63% worry about compliance.
• 60% fear cybersecurity risks.

Yet fewer than 67% implemented ANY safeguards.

Awareness without action is just expensive theater.

[Karl Mehta @karlmehta]

Then there's algorithmic bias, the silent killer.

COMPAS sentencing: Black defendants 2x as likely to be misclassified as "high-risk."

Apple Card: Lower credit limits for women with identical profiles.

AI hiring tools: Systematic discrimination against minorities.

[Karl Mehta @karlmehta]

The hackers had 9 days before detection. Stole 6TB of data: medical records, Social Security numbers, military files.

This wasn't an AI algorithm failure—it was basic security failures in AI-connected systems.

Everyone knew it could happen. Few prepared.

[Karl Mehta @karlmehta]

Change Healthcare. February 2024.

Hackers exploited one server lacking multi-factor authentication.

Result: 190 million Americans compromised (60% of the population), $2.457 BILLION in damages, 80% of practices lost revenue.

[Karl Mehta @karlmehta]

First, the scale: AI incidents surged 56.4% year-over-year.

We're not talking minor glitches.

We're talking catastrophic breaches, algorithmic bias lawsuits, and billion-dollar disasters.

[Karl Mehta @karlmehta]

BREAKING: Stanford just tracked 233 AI security incidents across 2024 & the pattern is staggering.

Turns out, 64% of companies know AI is risky. But fewer than 1 in 3 have actual safeguards in place.

Here's what the data revealed:

(be prepared to have your mind blown...)

[Trust Model AI @trustmodelai]

Learn more: https://t.co/h8hsMa60EB

[Trust Model AI @trustmodelai]

Bonus: Customers can use existing GCP Credits to run TrustModel via Marketplace billing—turn committed cloud spend into responsible AI guardrails.

#ResponsibleAI #AITrust #GoogleCloud #AIGovernance

[Trust Model AI @trustmodelai]

Built for teams operating AI at scale:
• Bias & risk evaluation
• Governance and audit evidence
• Continuous monitoring in production
All delivered as a cloud-native GCP Marketplace offering.

[Trust Model AI @trustmodelai]

https://t.co/F14evwGQSt is now live on Google Cloud Marketplace
Enterprises can deploy AI trust, safety, and compliance controls natively on GCP—fast, secure, and procurement-ready.
🔗 https://t.co/h8hsMa60EB

[Trust Model AI @trustmodelai]

@karlmehta @EricTrustModel

[Jarrod Watts @jarrodwatts]

Introducing Claude Delegator!

A Claude Code plugin that lets you use GPT 5.2 powered subagents directly within Claude Code.

Ask GPT 5.2 (via codex) to architect your code, perform security audits, or make any other changes to your codebase.

Easy installation guide below ↓

[Karl Mehta @karlmehta]

Hearing loss? Vision loss? Hair loss?

These won't be "managed" anymore. They'll be repaired.

Gene therapies targeting the actual cells responsible.

Stem-cell protocols reactivating dormant follicles.

Baldness won't vanish overnight. But the trajectory flips from inevitable to reversible.

[Karl Mehta @karlmehta]

The real shift is at the molecular level.

We're moving from treating symptoms to rewriting biology.

Gene editing like CRISPR is entering real pipelines for inherited diseases.

Medicine will target root causes written into your DNA.

This was science fiction 10 years ago.

[Karl Mehta @karlmehta]

I've exited 3 companies. One to Visa. Advised at the White House.

In 25 years, I've never made a prediction like this:

The next 5 years will be categorically different from anything in human history.

Not because of one breakthrough.

But there's a risk no one's talking about:

[Trust Model AI @trustmodelai]

AI can drive transformation — or trigger costly surprises in the boardroom. Our newest comic highlights the moment an executive team realizes their AI risk posture isn’t what they thought… until one CTO brings clarity and control.
#AITrust #BoardRisk #FridayTrustFall