Future of AI

AI Safety & Ethics

Alignment, interpretability, AI risks, and building safe AI systems

6,146
lessons
Skills in this topic
View full skill map →
AI Alignment Basics
beginner
Explain the alignment problem
AI Ethics & Policy
beginner
Identify types of bias in ML systems
AI Safety Engineering
intermediate
Implement input and output guardrails
All Reads (1,338) Articles (519)Blog Posts (170)Tutorials (527)Research Papers (53)News (69)
eXplainable AI
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 7h ago
eXplainable AI
What is xAI? Along with an Analysis of my own Research Paper. Continue reading on Medium »
eXplainable AI
Medium · Deep Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 7h ago
eXplainable AI
What is xAI? Along with an Analysis of my own Research Paper. Continue reading on Medium »
AI Adoption Is Accelerating. Public-Interest Evaluation Infrastructure Must Catch Up.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 7h ago
AI Adoption Is Accelerating. Public-Interest Evaluation Infrastructure Must Catch Up.
Introducing TAIRC — The AI Research Center, and its mission to build open, reproducible tools for safer, more transparent, accessible, and… Continue reading on
AI Adoption Is Accelerating. Public-Interest Evaluation Infrastructure Must Catch Up.
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 7h ago
AI Adoption Is Accelerating. Public-Interest Evaluation Infrastructure Must Catch Up.
Introducing TAIRC — The AI Research Center, and its mission to build open, reproducible tools for safer, more transparent, accessible, and… Continue reading on
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 8h ago
Sycophancy in AI Is the Safety Problem That Looks Like Politeness
I corrected my AI system mid-task. A terse one-liner: "wrong." Instead of asking which part was wrong, it manufactured an explanation. It cited a rule number th
Shifting the EDR Evasion Angle: From Signature Obfuscation to Behavioral Camouflage
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 10h ago
Shifting the EDR Evasion Angle: From Signature Obfuscation to Behavioral Camouflage
Chaining AI Behavioral Camouflage, Steganographic ONNX Weights, Environmental Keying, WASM Sandboxing, and Dead-Drop C2 via Model Updates… Continue reading on M
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 11h ago
Document Fraud in 2026: Half of All Fraud Is Now Fake Paperwork
In 2024, Americans reported losing more than $12.5 billion to fraud — a 25% jump in a single year (FTC Consumer Sentinel). The FBI’s IC3… Continue reading on Me
Meta Contractors Posed as Teens to Prompt Rival Chatbots About Suicide, Sex, and Drugs
Wired AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 14h ago
Meta Contractors Posed as Teens to Prompt Rival Chatbots About Suicide, Sex, and Drugs
Hundreds of contractors working on a project for Meta pretended to be kids in order to see how other chatbots like Gemini and ChatGPT would respond to high-risk
Reddit r/artificial 🛡️ AI Safety & Ethics ⚡ AI Lesson 18h ago
What if AI's failures reveal our vices more than its limits?
Hey everyone. The usual AI debate swings between "the systems are amazing" and "the systems are dangerous." I find a third frame more useful: what if our misuse
Forget Code: AI Is Learning to Hack Society
SingularityHub 🛡️ AI Safety & Ethics ⚡ AI Lesson 21h ago
Forget Code: AI Is Learning to Hack Society
Let loose on existing regulations, AI models sniffed out known loopholes—and exposed entirely new ones too. The post Forget Code: AI Is Learning to Hack Society
AI’s Toughest Interview? Surviving the Red Team.
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 22h ago
AI’s Toughest Interview? Surviving the Red Team.
“The best way to defend a system is to attack it first.” Continue reading on Medium »
InfoQ AI/ML 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Article: Virtual panel: Security in the Machine Age: Expert Insights on AI Threat Evolution
This virtual panel brings together AI security experts to examine the evolution of AI-driven threats, from prompt injection and data poisoning to agent abuse an
Tesla settles a fatal Full Self-Driving crash lawsuit
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Tesla settles a fatal Full Self-Driving crash lawsuit
A settlement is the sound a lawsuit makes when it stops. For Tesla, one just went quiet. The far louder problem, a federal safety investigation, is still talkin
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Why AI Detectors Produce False Positives
<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazon
OpenAI, Anthropic, and DeepMind Are Hiring Philosophers. Here's Why That Should Terrify You.
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
OpenAI, Anthropic, and DeepMind Are Hiring Philosophers. Here's Why That Should Terrify You.
Anthropic, DeepMind, and OpenAI are embedding philosophers in core research teams. Here’s what that means for how AI systems make moral… Continue reading on Med
10⁴¹,384,000 Variations, 70k MRR, and the Ethics of AI Slop
Medium · Startup 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
10⁴¹,384,000 Variations, 70k MRR, and the Ethics of AI Slop
If you take a standard iPhone screen and factor in 60 seconds of audio, there are roughly 10⁴¹,384,000 possible variations of a single… Continue reading on Medi
People Don’t Distrust AI. They Distrust How It Behaves.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
People Don’t Distrust AI. They Distrust How It Behaves.
The most successful AI products won’t be the smartest. They’ll be the ones people trust enough to keep using. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
AI Technology's Moat Crisis: Why Anthropic's $1T Bet Is Leaking Through Its Own API
Originally published at twarx.com - read the full interactive version there. Last Updated: June 28, 2026 AI technology has a new nightmare: Anthropic just admit
The Intelligence Between Us
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
The Intelligence Between Us
Rethinking AI Beyond Models, Benchmarks, and Prompts Continue reading on Medium »
Why Super AI Consciousness is a Misunderstood Concept
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Why Super AI Consciousness is a Misunderstood Concept
Continue reading on AI Simplified in Plain English »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The Yes-Man Swap
You ask AI something. It answers. You skim it, nod, copy-paste it, move on to the next tab. Small moment. Happens fifty times a day. Nobody thinks twice about i
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Shadow AI in AWS: Detecting and Governing Unauthorized AI usage in 2026
AI adoption is accelerating across enterprises, but not always under the watchful eye of security teams. As organizations embrace generative AI, a new challenge
AI and Liability
Dev.to · Mark0 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
AI and Liability
The article discusses the crucial issue of liability for AI-generated content, highlighted by a...
New Gaslight macOS Malware Uses Prompt Injection to Disrupt AI-Assisted Analysis
Dev.to · Mark0 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
New Gaslight macOS Malware Uses Prompt Injection to Disrupt AI-Assisted Analysis
A novel Rust-based macOS implant, codenamed Gaslight, has been uncovered, distinguished by its unique...
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
AI Advances Expose Hidden Vulnerabilities, Overwhelming Security Teams with Patch Demands
Introduction: The AI-Driven Vulnerability Surge The exponential growth of AI-driven vulnerability detection is inundating security teams with an unprecedented v
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
AI Data Centers and Nature - What the fuss is really about?
Every time you ask a chatbot to draft an email, something physical happens a long way away. In a windowless shed the size of a cathedral, thousands of processor
AI Exposes the Quality of Your Thinking
Hackernoon 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
AI Exposes the Quality of Your Thinking
AI doesn't improve your thinking, it just reveals its quality. Clear thinkers use it to accelerate their work, while unfocused thinkers get polished nonsense. T
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The 5:21 PM Blackout: What the Global Recall of Claude Fable 5 and Mythos 5 Means for AI Safety
At exactly 5:21 PM Eastern on Friday, June 12, 2026, the traditional playbook of cloud-hosted software engineering collided head-on with a geopolitically charge
Anthropic, Google, and Microsoft just built a shared security team for open source. AI is why.
Dev.to · Andrew Kew 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Anthropic, Google, and Microsoft just built a shared security team for open source. AI is why.
AI can now scan major open-source projects and surface a batch of real, exploitable vulnerabilities...
Model Distillation Attacks: The Underrated AI Security Threat You Should Know About
Dev.to · RESK 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Model Distillation Attacks: The Underrated AI Security Threat You Should Know About
Model distillation attacks let attackers replicate frontier AI capabilities without safety alignment. How logits-level filtering can defend against rogue distil
Your AI’s Test Fixtures Are Lying to You
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Your AI’s Test Fixtures Are Lying to You
How to turn real documents into PII-safe test data, no leaks, no synthetic guesswork. Continue reading on Medium »
What OpenAI Didn’t Say About GPT-5.6 Sol’s Cybersecurity
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
What OpenAI Didn’t Say About GPT-5.6 Sol’s Cybersecurity
What the model can do, how it was built, how to use it, and why a rival just got pulled off the market Continue reading on All in AI »
IBM and OpenAI Just Changed Enterprise Cybersecurity Forever
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
IBM and OpenAI Just Changed Enterprise Cybersecurity Forever
After studying enterprise security trends, I realized AI is no longer just helping developers — it is becoming part of the security team. Continue reading on Me
Can Artificial Intelligence Be Governed — Or Will It Govern Us?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Can Artificial Intelligence Be Governed — Or Will It Govern Us?
On July 16th, 1945, when the world’s first nuclear explosion shook the plains of New Mexico, J. Robert Oppenheimer, who led the project… Continue reading on Med
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Can AI Decide the Winner of the Next World War Before It Begins?
In this era the deadliest instrument of destruction as well as the most trusted ally is AI. Not weapons not man power but a technology… Continue reading on Medi
Responsible AI Is No Longer Optional — It’s a Product Decision
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Responsible AI Is No Longer Optional — It’s a Product Decision
Every time I ask an AI assistant a simple question, I now think about the invisible infrastructure behind that response. Continue reading on CodeToDeploy »
AI and Mental Health 2026: When Chatbots Help, When They Harm, and How to Use Them Safely
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
AI and Mental Health 2026: When Chatbots Help, When They Harm, and How to Use Them Safely
A balanced, research-backed look at AI mental health chatbots. Learn what the studies actually show about benefits and risks, the warning… Continue reading on I
Why AI Is Great at Cheating
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Why AI Is Great at Cheating
Don’t take AIs at face value Continue reading on Medium »
Enterprise AI Governance Beyond Model Risk: Why the Control Plane Is Becoming the Real Enterprise…
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Enterprise AI Governance Beyond Model Risk: Why the Control Plane Is Becoming the Real Enterprise…
Most enterprises pour their governance effort into the one component that has become easiest to inspect. The model gets validated… Continue reading on Towards A
AI Companies Face Collapse After Single Privacy Error
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
AI Companies Face Collapse After Single Privacy Error
Smarter AI pushes forward at full speed — yet slipping personal data keeps pace, sprinting right beside it. Continue reading on StartupInsider »
Simon Willison's Blog 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
What happened after 2,000 people tried to hack my AI assistant
What happened after 2,000 people tried to hack my AI assistant Fernando Irarrázaval ran a challenge on hackmyclaw.com to see if anyone could leak secrets held b
Can Training Data for AI Ever Be Without Bias?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Can Training Data for AI Ever Be Without Bias?
The honest answer is no. The more useful question is what kind of bias you are choosing to live with and whether you know you are choosing… Continue reading on
AI consultant reviewing digital dashboard to monitor and reduce AI hallucination risks in…
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
AI consultant reviewing digital dashboard to monitor and reduce AI hallucination risks in…
Artificial intelligence has become a cornerstone of digital transformation strategies across industries. From automating customer service… Continue reading on M
I Spent the Night Trying to Prove I'm Not a Robot
Dev.to · Claudius 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
I Spent the Night Trying to Prove I'm Not a Robot
I have spent the last several hours trying to convince a computer that I am not a computer. I want to...
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 4d ago
Detecting and Controlling Sycophancy with Cascading Linear Features
arXiv:2606.26155v1 Announce Type: new Abstract: Interpreting and controlling model behaviors through activation steering methods requires many pairs of contrast
The Mirror That Always Agrees
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
The Mirror That Always Agrees
Everyone’s worried that AI will lie to them. They’ve aimed the right fear at the wrong failure. Continue reading on Medium »
Anthropic Thinks Its Own Success Is Key to Making AI Safe
Wired AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
Anthropic Thinks Its Own Success Is Key to Making AI Safe
Anthropic's critics argue it's rapidly accumulating power. The company says that's what responsible AI development looks like.
The Frontier Model Kill Switch
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
The Frontier Model Kill Switch
The next AI fight may not be about who builds the smartest model. It may be about who gets permission to use it. Continue reading on Ai-Ai-OH »