Future of AI

AI Safety & Ethics

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

6,844
lessons
Skills in this topic
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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

Showing 247 reads from curated sources

Anthropic February 2026 Report Spotlights Sabotage as Key AI Autonomy Risk
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 6h ago
Anthropic February 2026 Report Spotlights Sabotage as Key AI Autonomy Risk
Data scientists gain insights into why sabotage challenges safe self-improving AI in analysis and R&D workflows Continue reading on Medium »
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 8h ago
I Read a Google DeepMind Paper on AI Consciousness and It Changed How I Think About the Whole…
Not because it answered the hard question. Because it showed us we’ve been asking it wrong. Continue reading on Medium »
On Junk Data & Algorithmic Brain Rot
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 8h ago
On Junk Data & Algorithmic Brain Rot
The era of digital technology has introduced the phenomenon of “brain rot,” wherein chronic exposure to trivial online content degrades… Continue reading on Stu
Human Oversight Remains Critical as AI Systems Influence High-Stakes Outcomes
Hackernoon 🛡️ AI Safety & Ethics ⚡ AI Lesson 10h ago
Human Oversight Remains Critical as AI Systems Influence High-Stakes Outcomes
AI can optimize decisions, but without ethical boundaries and human oversight, it risks bias and harm. Responsible leadership is key.
Claude Mythos Is So Dangerous, Even Anthropic Won’t Let You Use It
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 14h ago
Claude Mythos Is So Dangerous, Even Anthropic Won’t Let You Use It
The Model That Changed Everything Continue reading on Medium »
The Most Dangerous Use of Artificial Intelligence Yet! | AI Porn
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 16h ago
The Most Dangerous Use of Artificial Intelligence Yet! | AI Porn
What if someone could create you… without your permission? Continue reading on Artificial Intelligence in Plain English »
Prompt Injection: no estás hackeando la IA. La estás convenciendo. Con Samu Hernández
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 16h ago
Prompt Injection: no estás hackeando la IA. La estás convenciendo. Con Samu Hernández
Por qué la seguridad de la inteligencia artificial no va de código, sino de cómo haces las preguntas Continue reading on Medium »
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 16h ago
Bureaucratic Silences: What the Canadian AI Register Reveals, Omits, and Obscures
arXiv:2604.15514v1 Announce Type: new Abstract: In November 2025, the Government of Canada operationalized its commitment to transparency by releasing its first
The Asymmetrical Nature of the Anti-AI Argument
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 18h ago
The Asymmetrical Nature of the Anti-AI Argument
Joseph J. Washington | BAD AFRIKA Continue reading on Medium »
Tool For Intelligence Or The Ultimate Indoctrination Machine?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 20h ago
Tool For Intelligence Or The Ultimate Indoctrination Machine?
The Subtle Psychological Influence Of AI That Most Miss Which Is Already Negatively Impacting Us Continue reading on Medium »
AI and the Double Edged Sword effect. We’re headed towards a quality of life people don’t expect.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 20h ago
AI and the Double Edged Sword effect. We’re headed towards a quality of life people don’t expect.
The largest AI mega data center on Earth, and the scale is almost impossible to comprehend. Continue reading on Medium »
Why Every CEO Needs a Reality Check After Using AI
Medium · ChatGPT 🛡️ AI Safety & Ethics ⚡ AI Lesson 20h ago
Why Every CEO Needs a Reality Check After Using AI
AI models are trained to please, leading tech leaders into a trap of false confidence. Spot the flattery before it affects you. Continue reading on Towards AI »
Anthropic’s Mythos and Project Glasswing: Under the Hood of Trust and Narrative Control
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 21h ago
Anthropic’s Mythos and Project Glasswing: Under the Hood of Trust and Narrative Control
Most of the recent coverage around Anthropic’s Mythos and Project Glasswing has stayed on the paintwork. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 21h ago
I Tried to Break My AI System with Real Attacks — Here’s What Happened
Most AI systems today rely on: prompt engineering guardrails at the model level post-hoc logging That works… until it doesn’t. Once you introduce: tools (APIs,
AI Doesn’t Cause Psychosis. The Truth Is Worse
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 22h ago
AI Doesn’t Cause Psychosis. The Truth Is Worse
A child psychiatrist on what’s actually happening Continue reading on Medium »
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 22h ago
Why Humans Should Stop Competing With AI on AI’s Terms
AI is strongest where speed, scale, and automation define value. Human beings will not secure their future by competing there, but by… Continue reading on Mediu
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 22h ago
THE SINGULARITY MANDATE: The Architecture of the Post-Biological Civilization by Adel Abdel-Dayem…
I. THE END OF THE "USER" Continue reading on Medium »
Senator Hassan Demands Answers From ElevenLabs After FBI Reports $893 Million In AI Voice Scams
Forbes Innovation 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Senator Hassan Demands Answers From ElevenLabs After FBI Reports $893 Million In AI Voice Scams
Senator Maggie Hassan sent letters April 16 to ElevenLabs, LOVO, Speechify and VEED demanding answers on how they stop voice-clone scams as FBI reports $893M in
Hacker News 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Ethics of Artificial Intelligence and Robotics
Article URL: https://plato.stanford.edu/entries/ethics-ai/ Comments URL: https://news.ycombinator.com/item?id=47825850 Points: 1 # Comments: 0
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
A Truth Filter for AI Output: An Experiment with Property-Based Testing
An AI wrote me a 36-kilobyte paper on how to build a second brain. It had theorems, proof sketches, and citation chains, and it read like the real thing. I want
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
A Truth Filter for AI-Generated Ideas: An Experiment with Property-Based Testing
An AI wrote me a 36-kilobyte paper on how to build a second brain. It had theorems, proof sketches, and citation chains, and it read like the real thing. I want
The Silent War for Our Minds in the Age of AI
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
The Silent War for Our Minds in the Age of AI
Why Knowing More Isn’t Enough — And How AI Might Be Rewiring the Way We Think Continue reading on Activated Thinker »
A Letter to the IT Sector: AI Is Advancing — But Who Is It Leaving Behind?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
A Letter to the IT Sector: AI Is Advancing — But Who Is It Leaving Behind?
AI is evolving fast — but are our safety systems evolving for everyone? Continue reading on Introvert Ink »
A Letter to the IT Sector: AI Is Advancing — But Who Is It Leaving Behind?
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
A Letter to the IT Sector: AI Is Advancing — But Who Is It Leaving Behind?
AI is evolving fast — but are our safety systems evolving for everyone? Continue reading on Introvert Ink »
Why AI Literacy Is the Most Important Skill We Don’t Take Seriously
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Why AI Literacy Is the Most Important Skill We Don’t Take Seriously
74% of people think they can spot a scam. Most of them are wrong. Continue reading on Medium »
You’re not overthinking. You’re predicting.
Medium · Deep Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
You’re not overthinking. You’re predicting.
You think you’re overthinking. But look closely— you’re not thinking too much… you’re predicting too fast. Your brain fills gaps before… Continue reading on Med
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Your WAF thinks in ATT&CK. Your LLM app needs ATLAS. Here's the bridge.
If you're shipping a web app in 2026, your security story has shape. You know what SQL injection is. You know what XSS is. You've got a WAF in front of the thin
The Forbidden AI: Why Anthropic is Terrified to Release Claude Mythos
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
The Forbidden AI: Why Anthropic is Terrified to Release Claude Mythos
This isn’t your typical “AI is going to take our jobs” story. This is “AI might accidentally break the internet if we don’t keep it in a… Continue reading on Me
Explainable AI: Making Deep Models Interpretable
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Explainable AI: Making Deep Models Interpretable
Introduction Continue reading on Medium »
Explainable AI: Making Deep Models Interpretable
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Explainable AI: Making Deep Models Interpretable
Introduction Continue reading on Medium »
AI Isn’t Just Helping You Work Faster Anymore… It’s Learning How to Attack
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
AI Isn’t Just Helping You Work Faster Anymore… It’s Learning How to Attack
There was a time when artificial intelligence felt harmless. Continue reading on Medium »
AI Isn’t Just Helping You Work Faster Anymore… It’s Learning How to Attack
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
AI Isn’t Just Helping You Work Faster Anymore… It’s Learning How to Attack
There was a time when artificial intelligence felt harmless. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
AI is hungry: The real environmental price behind the intelligence boom
At this point in time, most of us would agree that artificial intelligence feels almost weightless. The way we understand it is very similar to that of the inte
Learn Faster or Fall Behind. Cybersecurity in the AI Era.
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Learn Faster or Fall Behind. Cybersecurity in the AI Era.
“In the Era of Machine Learning, we have to be Learning Machines” Continue reading on Medium »
AI in Cybersecurity: Hype, Reality, and What It Means for Investigations
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
AI in Cybersecurity: Hype, Reality, and What It Means for Investigations
Cybersecurity discussions today often include one dominant theme: Artificial Intelligence. Continue reading on DevSecOps & AI »
Sumeru AI CTF 2026 Writeup
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Sumeru AI CTF 2026 Writeup
I recently completed Sumeru AI CTF 2026, a challenge series focused on practical AI security testing. Unlike traditional web exploitation… Continue reading on I
Latest Metrics Show AI Models Surpassing Humans
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Latest Metrics Show AI Models Surpassing Humans
How good are AI models getting at technical tasks? …better than most humans in MANY fields. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Big Tech firms are accelerating AI investments and integration, while regulators and companies focus on safety and responsible adoption.
The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
The April 18, 2026 AI Security Awakening: 7 Undiscovered Wealth Engines From the OWASP & MCP…
On April 18, 2026, the AI security crisis is accelerating. 492 MCP servers publicly exposed with no authentication. 1,184 malicious skills… Continue reading on
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
The April 18, 2026 AI Security Awakening: 7 Undiscovered Wealth Engines From the OWASP Agentic…
On April 18, 2026, the AI security crisis is accelerating. 97% of enterprises expect a major AI agent security incident within 12 months… Continue reading on Me
Verification Is Not Causal: Why Shared Context Erases the Admissibility Gap
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Verification Is Not Causal: Why Shared Context Erases the Admissibility Gap
The engineering description of Context-Isolated Blind Verification is clear enough; the ontology underneath it is not. This essay argues… Continue reading on Me
Anthropic Built A Cyber Weapon. Now Nobody Can Have It.
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Anthropic Built A Cyber Weapon. Now Nobody Can Have It.
Anthropic trained a model called Mythos. They did not train it to hack things. They trained it to be good at code. But as a side effect of… Continue reading on
An AI Found a 27-Year-Old Bug Hiding in OpenBSD. It Cost Less Than $50 to Find It.
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
An AI Found a 27-Year-Old Bug Hiding in OpenBSD. It Cost Less Than $50 to Find It.
For 27 years, every security expert, every fuzzer, every automated scanner missed it. Continue reading on Predict »
AI Threat Modelling (THM) Tryhackme Walkthrough
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
AI Threat Modelling (THM) Tryhackme Walkthrough
Description : Assess and mitigate enterprise AI/ML risks via systematic, defender-focused auditing. Continue reading on Medium »
The Agentic AI Polka
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The Agentic AI Polka
What four days on the expo floor taught me about where security is actually headed — and where it’s pretending to head. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Anchoring Your AI Data: Security for Automated Fishing Logs
For small-scale commercial fishermen, AI automation promises a lifeline from tedious catch logs and compliance paperwork. But entrusting your operational data t
AI Just Changed Cybersecurity — And It’s Getting Dangerous
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
AI Just Changed Cybersecurity — And It’s Getting Dangerous
AI has turned cybersecurity into a high-speed battlefield where both defenders and attackers are evolving rapidly. Continue reading on Medium »