Future of AI

AI Safety & Ethics

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

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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 616 reads from curated sources

Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 3w 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 »
AI Just Changed Cybersecurity — And It’s Getting Dangerous
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w 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 »
The Most Important AI Books Are Non-Technical.
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Most Important AI Books Are Non-Technical.
I love to read. I love AI. While there are a lot of technical books that are great for learning the mechanics of ML algorithms (which are… Continue reading on M
Nvidia’s Huang warns DeepSeek running on Huawei chips would be ‘horrible’ for the US
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Nvidia’s Huang warns DeepSeek running on Huawei chips would be ‘horrible’ for the US
In short: Nvidia CEO Jensen Huang warned on the Dwarkesh Podcast that DeepSeek optimising its AI models for Huawei’s Ascend chips instead of American hardware w
Importance of ISO Certification for AI
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Importance of ISO Certification for AI
Artificial Intelligence (AI) is transforming the way businesses operate, make decisions, and deliver services. From chatbots and virtual… Continue reading on Me
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Deepfakes, Disinformation and Digital Ethics: AI Risks Every CEO Must Know
Deepfakes, Disinformation and Digital Ethics: AI Risks Every CEO Must Know By Dirk Roethig | CEO, VERDANTIS Impact Capital | March 3, 2026 Deepfake fraud cost c
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Illusion of Understanding: Building Real Systems in an Age of “Fake Thinking”
Over my years moving from the IT world at IBM to handling the equity portfolio for a bank, I’ve realized something profound about the intersection of machine le
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Growing Backlash Against AI: A Violent Turn?
San Francisco, June 2024. A group calling themselves "The Prometheans" spray-painted "DEATH TO ALGORITHMS" across the facade of a prominent generative AI startu
The Two-Sided Sword: Handling Security Issues with the Model Context Protocol (MCP)
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Two-Sided Sword: Handling Security Issues with the Model Context Protocol (MCP)
Anthropic’s Model Context Protocol (MCP) represents a significant advancement for AI assistants, establishing a universal, open standard… Continue reading on Me
​Summary

Anthropic has produced a model that autonomously finds and exploits software…
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
​Summary Anthropic has produced a model that autonomously finds and exploits software…
​ ​The Signal​ ​ The model’s existence was not announced through a planned keynote. On March 26, a routine misconfiguration in Anthropic’s… Continue reading on
Science Fictions AI Warnings
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Science Fictions AI Warnings
Many of you would have seen the typical science fiction movie or TV series tropes over the years. The first two that often come to the… Continue reading on AIEx
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w 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
Zoom partners with Sam Altman’s World to verify that meeting participants are actually human
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Zoom partners with Sam Altman’s World to verify that meeting participants are actually human
Summary: Zoom has partnered with World, Sam Altman’s biometric identity company, to let meeting participants verify they are human using World’s Deep Face techn
ZDNet 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Prolonged AI use can be hazardous to your health and work: 4 ways to stay safe
AI is a great tool for small, well-defined tasks, but maintain a healthy skepticism and avoid falling down a rabbit hole.
Anthropic’s White House Peace Talks — A Turning Point in the AI vs. Pentagon Feud
Medium · ChatGPT 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Anthropic’s White House Peace Talks — A Turning Point in the AI vs. Pentagon Feud
You know that feeling when two people you really respect just… can’t get along? Continue reading on Newsarticulated »
How Angelic Intelligence Can Strengthen Trust in Artificial Intelligence Systems
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
How Angelic Intelligence Can Strengthen Trust in Artificial Intelligence Systems
As artificial intelligence (AI) becomes deeply integrated into business, healthcare, finance, and everyday life, trust has emerged as a… Continue reading on Med