AI Safety & Ethics

What used to be slow, manual, and reactive is becoming intelligent, automated, and proactive. Continue reading on Medium »

I built a prompt injection attack, measured it, and it turns out the hardest part was deciding what a successful attack even is. Continue reading on Medium »

Benchmarks tell you what a model can do. They don't tell you whether you can trust what it says. Those have always been two separate questions, and for a long t

Whether data has been certified for the purpose it now serves must be addressed at the same architectural level as the semantic layer.

Designing an Attention Mechanism That Keeps Untrusted Tokens Out of the Decision Path Continue reading on Medium »

A plain-language look at one of the most consequential questions of our time Continue reading on Medium »

AI governance gets discussed at two very different levels. One is policy language, regulation, and broad debate about ethics. The other is… Continue reading on

A few months ago, I was trying to answer what should have been a simple question: Continue reading on Medium »

AI is moving into business and everyday life, yet even leading AI companies still struggle to explain why these systems hallucinate or behave unpredictably.

Why “we can’t prove AI is safe” is not the same as “AI will kill us with 99.9% certainty” — a calibrated, technically literate look at the… Continue reading on

‎Why Intelligent People Still Make Poor Decisions?? Continue reading on Medium »

Open the Pod Bay Doors, Hal, I Want to Get Off Continue reading on Medium »

The article examines responsible AI through the lens of software engineering rather than philosophy. It explores accountability, algorithmic bias, explainabilit

AI governance has become a staple term in tech boards and product war rooms, yet it too often stays at the surface, tackling compliance… Continue reading on Med

1. What is AI security? Continue reading on Medium »

1. What is AI security? Continue reading on Medium »

Fast answers feel great until you forget how to reason. Continue reading on ILLUMINATION »

(And which skills still compound) Continue reading on Medium »

You can have your cake and eat it too, if you do this right Continue reading on Medium »

You can have your cake and eat it too, if you do this right Continue reading on Medium »

Not out of mischief. This is a legitimate and growing field called adversarial machine learning, and the logic behind it is simple: if you… Continue reading on

Not out of mischief. This is a legitimate and growing field called adversarial machine learning, and the logic behind it is simple: if you… Continue reading on

A plain-language guide to what AI guardrails are, why they exist, and why your company cannot safely deploy AI without them. Continue reading on Medium »

A plain-language guide to what AI guardrails are, why they exist, and why your company cannot safely deploy AI without them. Continue reading on Medium »

By Supat Charoensappuech, in collaboration with Gemini 3.1 Pro — Google AI Studio (in normal mode, 3/7/2026) Continue reading on Medium »

What the 2026 data actually tells us about AI, security, and the future of the developer role. Continue reading on Medium »

When Confidence Isn't the Same as Truth. Continue reading on Medium »

The AI Harness: Why the Most Powerful Thing You Can Do With AI Is Learn to Control It Continue reading on Medium »

1. What are AI guardrails? Continue reading on Medium »

1. What are AI guardrails? Continue reading on Medium »

Pre-deployment simulation is a new technique from OpenAI. It can be used to better shape AI-led mental health guidance. An AI Insider analysis and scoop.

Anthropic didn’t just flip the switch back on. Here’s the tradeoff they admitted to, in their own words. Continue reading on Medium »

Nowadays, LLMs are becoming increasingly common in web applications. Features like search and automated Q&A are genuinely useful for users… Continue reading on

 This is part of my 60-Day Agentic AI Series Continue reading on Medium »

Some of the most promising work in AI safety rests on a convenient accident: today’s reasoning models tend to think out loud. They narrate… Continue reading on

Cybersecurity has always been a game of cat and mouse, but the rules are changing fast. Attackers are no longer relying solely on static… Continue reading on Me

Hackers aren’t just stealing your passwords anymore. They’re using AI to read your codebase, find the gaps, and write custom malware to… Continue reading on Med

Confidential computing (CC) emerges as an important solution, utilizing hardware-rooted Trusted Execution Environments to protect data while it's actively being

Companies need to set firmer boundaries between personal and enterprise AI tools, with less crossover between the two.

<img src="https://external-preview.redd.it/I11qAmk3iVI8feuZn-WKAEc3sY54_IKYa0EloJ8H0_I.jpeg?width=320&crop=smart&auto=webp&s=d95c33ee23bd65110e67213

Three stories that look like they argue with each other. They don’t. They’re projections of the same object. Continue reading on Medium »

Hundreds of contractors working for Meta reportedly spent months posing as minors and pushing rival chatbots toward answers about suicide… Continue reading on M

Spyware-like code in Claude Code that covertly targets Chinese users. submitted by <a href="ht

Anthropic, OpenAI, the Vatican and Congress all agree AI needs guardrails—but they disagree on what should be protected first, from catastrophic risk to human d

Exploring Prompt Injection and Jailbreaking Through a Practical AI Security Challenge Continue reading on InfoSec Write-ups »

AI outputs can appear authoritative while containing costly errors. This four-step protocol helps teams verify AI conclusions before making decisions. The post

A vendor audit found unpinned models running unreviewed remote code via trust_remote_code=True, exposing the AI era's overlooked container supply chain risk.

Week 4 of my AI Security Fundamentals learning log. My notes, my own diagrams — none of the course material is reproduced here. Continue reading on Medium »