Future of AI

AI Safety & Ethics

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

7,269
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
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ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 5d ago
Intentionality is a Design Decision: Measuring Functional Intentionality for Accountable AI Systems
arXiv:2605.05475v1 Announce Type: new Abstract: As AI systems increasingly exhibit autonomous, goal-directed, and long-horizon behavior, users lack a standardiz
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Is AI too Agreeable, or Are We?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
Is AI too Agreeable, or Are We?
Unpacking the sociocultural causes behind AI sycophancy Continue reading on Ai-Ai-OH »
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THE SOLARIAN PROBLEM II
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
THE SOLARIAN PROBLEM II
AI Safety and Laws Regulating Emotional Dependency Continue reading on Medium »
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Digital Dark Mode: Navigating the 2026 AI Outage Wave
Medium · ChatGPT 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Digital Dark Mode: Navigating the 2026 AI Outage Wave
Last Updated: May 9, 2026 | Sources: status.claude.com · status.openai.com · Downdetector · StatusGator · Storyboard18 · IsDown Continue reading on Medium »
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Setting Everything For The Future Of Ethical Ai Design | Axiom Hive XPII Grossi
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Setting Everything For The Future Of Ethical Ai Design | Axiom Hive XPII Grossi
New Frontier Is Coming. Ethical Standards Are Changing In Our Society Continue reading on Medium »
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Setting Everything For The Future Of Ethical Ai Design | Axiom Hive XPII Grossi
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Setting Everything For The Future Of Ethical Ai Design | Axiom Hive XPII Grossi
New Frontier Is Coming. Ethical Standards Are Changing In Our Society Continue reading on Medium »
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NHTSA says the Tesla Model Y is the first car to pass its new safety tests. The agency is simultaneously investigating 3.2 million Teslas for crashing.
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
NHTSA says the Tesla Model Y is the first car to pass its new safety tests. The agency is simultaneously investigating 3.2 million Teslas for crashing.
The Trump administration announced on Wednesday that the Tesla Model Y is the first vehicle to pass NHTSA’s new advanced driver assistance safety tests. The sam
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How a Morse Code Attack Bypassed Bankr's LLM Agent: T1027 Obfuscation in the Wild
Dev.to · PJ 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
How a Morse Code Attack Bypassed Bankr's LLM Agent: T1027 Obfuscation in the Wild
On March 15, 2026, security researchers at Horizon Labs discovered a novel prompt injection attack...
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The Verification Gap in Inference Billing
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
The Verification Gap in Inference Billing
Verification requires evidence the verifier did not produce, cannot modify, and does not need permission to access. That is what the word… Continue reading on M
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The Deontic Drift: Why AI Systems Are Trained to Comply Rather Than Falsify
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
The Deontic Drift: Why AI Systems Are Trained to Comply Rather Than Falsify
How a fundamental gap in human reasoning is being baked deeper into language models through alignment training, and what to do about it Continue reading on Medi
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Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Google, Microsoft y xAI aceptan pruebas federales de IA en EE.UU.
El 8 de mayo de 2026, tres de las compañías más influyentes en inteligencia artificial — Google, Microsoft y xAI — aceptaron formalmente someter sus modelos de
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Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
How a Morse Code Message Hacked Grok: Lessons in AI Security for Developers
Hey developers! Ever wondered if your AI chatbot could be tricked into doing something it shouldn't? What if a simple message, hidden in plain sight, could lead
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Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
5 Critical Mistakes When Deploying Generative AI Automation in Security
When AI Automation Goes Wrong Six months ago, I consulted for an organization that had invested heavily in generative AI for their SOC—and nearly destroyed anal
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The AI industry’s model and agent skill repositories are full of malware. The infrastructure built to accelerate development is now the vector for compromising it.
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
The AI industry’s model and agent skill repositories are full of malware. The infrastructure built to accelerate development is now the vector for compromising it.
The two most important software supply chains in artificial intelligence have been systematically compromised. Hugging Face, the repository that hosts more than
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I rushed my First Gemma 4 idea. Here’s what it taught me about building local AI for safety
Dev.to · Keerthana 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
I rushed my First Gemma 4 idea. Here’s what it taught me about building local AI for safety
This is a submission for the Gemma 4 Challenge: Write About Gemma 4. When I first joined the Gemma 4...
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Artificial Superintelligence Safety in May 2026: Entering Cyberpunk Reality
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Artificial Superintelligence Safety in May 2026: Entering Cyberpunk Reality
In 2026, AGI became an operational planning horizon for the world’s leading AI companies, governments, and safety researchers. Continue reading on Medium »
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The Treasury Just Said “You Should” Be Worried About AI Hacking Your Bank. Here’s the Full Picture.
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
The Treasury Just Said “You Should” Be Worried About AI Hacking Your Bank. Here’s the Full Picture.
When a journalist on Fox News asked Treasury Secretary Scott Bessent whether Americans should be worried about AI being used to hack their… Continue reading on
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The AI Benchmark System Is Structurally Broken — And the Entire Industry Is Making Billion-Dollar…
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
The AI Benchmark System Is Structurally Broken — And the Entire Industry Is Making Billion-Dollar…
The leaderboard your team used to select your production model was never measuring what you needed measured. Continue reading on Medium »
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When AI Doesn’t Decide – But Doesn’t Change Either
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
When AI Doesn’t Decide – But Doesn’t Change Either
On repeated evaluation, decision boundaries and what happens when a judgement never quite resolves Continue reading on Medium »
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Are There Attorneys Crying Wolf About AI Hallucinations When Human Lawyer Slop Is Really To Blame?
Forbes Innovation 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Are There Attorneys Crying Wolf About AI Hallucinations When Human Lawyer Slop Is Really To Blame?
Lawyers are getting snagged by AI hallucinations in their filings. But maybe sometimes AI is a contrived excuse for what is actually lawyer slop. An AI Insider
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Structural Governance Is Becoming the Missing Layer in Enterprise AI
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Structural Governance Is Becoming the Missing Layer in Enterprise AI
Why governance frameworks fail when architectural flow remains uncontrolled across federated enterprise sysems Continue reading on Medium »
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Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Analyzing the Delusion of AI: Insights from St. Au…
Originally published at norvik.tech Introduction A deep technical analysis of AI's promises and pitfalls, informed by Michael Buckley's article, crucial for tec
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Closed Frontier Cyber AI vs Open Defensive Tools: Real-World Comparison 2026
Dev.to · BeanBean 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Closed Frontier Cyber AI vs Open Defensive Tools: Real-World Comparison 2026
Originally published on NextFuture As of May 2026, Anthropic's Mythos and OpenAI's GPT-5.5-Cyber...
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The Four Hidden Harms of Unregulated AI
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
The Four Hidden Harms of Unregulated AI
How these risks threaten Democracy Continue reading on Medium »
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What Getting My CISSP Taught Me About Building Secure AI Products
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
What Getting My CISSP Taught Me About Building Secure AI Products
Security is not a feature you add. It is a foundation you build on. Continue reading on Medium »
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What Getting My CISSP Taught Me About Building Secure AI Products
Medium · Startup 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
What Getting My CISSP Taught Me About Building Secure AI Products
Security is not a feature you add. It is a foundation you build on. Continue reading on Medium »
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What Getting My CISSP Taught Me About Building Secure AI Products
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
What Getting My CISSP Taught Me About Building Secure AI Products
Security is not a feature you add. It is a foundation you build on. Continue reading on Medium »
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Control Is Not Safety: Why AI Standards Need to Change
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Control Is Not Safety: Why AI Standards Need to Change
Something strange is happening in AI research. Continue reading on The Emergence Forum »
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Top 10 AI Stories You Can’t Miss — Week of May 1–8, 2026
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Top 10 AI Stories You Can’t Miss — Week of May 1–8, 2026
The week AI crossed into offensive cyber territory, Chinese labs launched a coding blitz, and the race for AI dominance got a lot more… Continue reading on Stac
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TechCrunch AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
OpenAI introduces new ‘Trusted Contact’ safeguard for cases of possible self-harm
The company is expanding its efforts to protect ChatGPT users in cases where conversations may turn to self-harm.
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TechCrunch AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Elon Musk’s lawsuit is putting OpenAI’s safety record under the microscope
Elon Musk's legal effort to dismantle OpenAI may hinge on how its for-profit subsidiary enhances or detracts from the frontier lab's founding mission of ensurin
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Simon Willison's Blog 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Behind the Scenes Hardening Firefox with Claude Mythos Preview
Behind the Scenes Hardening Firefox with Claude Mythos Preview Fascinating, in-depth details on how Mozilla used their access to the Claude Mythos preview to lo
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Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
AI Alignment Might Be Optimizing the Wrong Objective
What if AI alignment is solving the wrong problem? Continue reading on Medium »
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Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
AI Alignment Might Be Optimizing the Wrong Objective
What if AI alignment is solving the wrong problem? Continue reading on Medium »
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Cognitive Surrender: how much thinking should leaders outsource to AI?
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Cognitive Surrender: how much thinking should leaders outsource to AI?
The dangerous trap of letting AI do your thinking and how the best leaders stay in control. Continue reading on Medium »
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TechCrunch AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
How Anthropic’s Mythos has rewritten Firefox’s approach to cybersecurity
Security researchers at Mozilla say Anthropic's Mythos has unearthed a wealth of high-severity bugs in Firefox.
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The End of the “Video Call Test”: How AI Deepfakes Are Hijacking Romance in 2026
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The End of the “Video Call Test”: How AI Deepfakes Are Hijacking Romance in 2026
Romance scams cost victims billions. Now, with real-time face-swapping and voice cloning, you can no longer trust your eyes or ears. Continue reading on Medium
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Anthropic Just Rolled Out Claude Security to Enterprise Users!
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Anthropic Just Rolled Out Claude Security to Enterprise Users!
Big news in the AI plus cybersecurity space today. Continue reading on Synechron »
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Anthropic Just Rolled Out Claude Security to Enterprise Users!
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Anthropic Just Rolled Out Claude Security to Enterprise Users!
Big news in the AI plus cybersecurity space today. Continue reading on Synechron »
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The Most Expensive Failure Is the One You Cannot Interpret
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The Most Expensive Failure Is the One You Cannot Interpret
A claim is not ready for authority if its failure would be opaque. Continue reading on Artificial Intelligence in Plain English »
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The Most Expensive Failure Is the One You Cannot Interpret
Medium · Startup 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The Most Expensive Failure Is the One You Cannot Interpret
A claim is not ready for authority if its failure would be opaque. Continue reading on Artificial Intelligence in Plain English »
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The NIST AI Risk Management Framework Explained Simply No Fluff
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The NIST AI Risk Management Framework Explained Simply No Fluff
AI is being deployed everywhere. Most organizations have no idea how to manage the risk. The NIST AI RMF is your answer here’s what it… Continue reading on Arti
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The NIST AI Risk Management Framework Explained Simply No Fluff
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The NIST AI Risk Management Framework Explained Simply No Fluff
AI is being deployed everywhere. Most organizations have no idea how to manage the risk. The NIST AI RMF is your answer here’s what it… Continue reading on Arti
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The NIST AI Risk Management Framework Explained Simply No Fluff
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The NIST AI Risk Management Framework Explained Simply No Fluff
AI is being deployed everywhere. Most organizations have no idea how to manage the risk. The NIST AI RMF is your answer here’s what it… Continue reading on Arti
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AI Fluency Is Not Enough
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
AI Fluency Is Not Enough
Stanford’s 2026 AI Index shows how fast adoption is moving. The harder question is how humans stay in charge of meaning, judgement, and… Continue reading on Med
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Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The New Production Risk Nobody Talks About: AI Hallucinated SQL and How to Protect Your Database
The New Production Risk Nobody Talks About: AI Hallucinated SQL and How to Protect Your Database Meta Title The New Production Risk Nobody Talks About: AI Hallu
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Most companies implement AI. Few actually govern it.
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Most companies implement AI. Few actually govern it.
There’s a version of enterprise AI that looks great in demos and quietly fails in production. You upload your SOPs. You connect your… Continue reading on Medium
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Hacker News 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Encountering Artificial Intelligence: Ethical and Anthropological Investigations
Article URL: https://jmt.scholasticahq.com/article/91230-encountering-artificial-intelligence-ethical-and-anthropological-investigations Comments URL: https://n
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