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

Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Philosophy and the Future of AI: From the Turing Test to the Technological Singularity
Originally published at: https://zeromathai.com/en/thinking-machine-en/ Continue reading on Medium »
The Impending GenAI Security Debt
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The Impending GenAI Security Debt
Organizations that were experimenting with Applied-AI in isolated pilot programs just two years ago are now embedding it into core… Continue reading on Technolo
Engineering AI Safety in the Real World
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Engineering AI Safety in the Real World
Why users, vulnerable groups and professional authority now matter more than algorithms in delivering safe AI Continue reading on Medium »
Anthropic Mythos Reveals Pandora’s Box Of AI Extensional Risks And For Safety Sakes Not Yet Publicly Released
Forbes Innovation 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Anthropic Mythos Reveals Pandora’s Box Of AI Extensional Risks And For Safety Sakes Not Yet Publicly Released
Anthropic delays the release of Claude Mythos, their latest LLM. Testing revealed it could harm cyberdefenses. This raises thorny questions. An AI Insider scoop
AI Doesn’t Pull the Trigger — But It Might Choose the Target
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
AI Doesn’t Pull the Trigger — But It Might Choose the Target
How artificial intelligence is quietly reshaping modern warfare, from Gaza to Iran Continue reading on Medium »
Your AI App Is Lying to You (And You Don’t Even Know It)
Medium · Python 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Your AI App Is Lying to You (And You Don’t Even Know It)
A beginner’s guide to why “it seems to work” isn’t good enough and what to do about it. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
I Catalogued the Security Patterns That Keep Showing Up in AI Code
Across the Apsity App Store dashboard, the FeedMission SaaS, and a dozen side projects, more than half the code I touch is AI-generated. After shipping a SaaS i
DeepMind Abstraction Fallacy Paper Challenges Sentient AI Hype 2026
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
DeepMind Abstraction Fallacy Paper Challenges Sentient AI Hype 2026
Grasp why multimodal AI breakthroughs simulate consciousness through layers but cannot create true sentience per DeepMind analysis Continue reading on Medium »
Claude Mythos and the AI Ethics Gap
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Claude Mythos and the AI Ethics Gap
High-capability AI is entering military, intelligence, and security systems. Continue reading on Medium »
The Unaudited AI Layer: Why Every Industry Running AI Transactions Needs a Compliance Check
Dev.to · Jason Shotwell 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The Unaudited AI Layer: Why Every Industry Running AI Transactions Needs a Compliance Check
Every major industry is quietly embedding AI into its transaction layer. Property valuations....
Why Your Hospital's AI Shouldn't Send Patient Data to the Cloud
Dev.to · Nrk Raju Guthikonda 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Why Your Hospital's AI Shouldn't Send Patient Data to the Cloud
1. The Quiet Risk in Every AI-Powered Clinic Every time a clinician types a patient's...
Before MYTHOS Ships, Someone Has to Fix the World
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Before MYTHOS Ships, Someone Has to Fix the World
An Op-Ed on Anthropic’s Ethical Bind Continue reading on Medium »
Why “The Model Said So” Is No Longer a Legal Defense
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Why “The Model Said So” Is No Longer a Legal Defense
In November 2023, a class action lawsuit landed against UnitedHealthcare with a detail that should have unnerved every data scientist in… Continue reading on Me
Why “The Model Said So” Is No Longer a Legal Defense
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Why “The Model Said So” Is No Longer a Legal Defense
In November 2023, a class action lawsuit landed against UnitedHealthcare with a detail that should have unnerved every data scientist in… Continue reading on Me
Why “The Model Said So” Is No Longer a Legal Defense
Medium · Python 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Why “The Model Said So” Is No Longer a Legal Defense
In November 2023, a class action lawsuit landed against UnitedHealthcare with a detail that should have unnerved every data scientist in… Continue reading on Me
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Auditing Claude Code: what I found and how I contained it
What Claude Code captures from your system (and how to contain it) In early March 2026, I noticed Claude Code behaving oddly with my shell environment. Sandbox
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Large Language Letters 04/12/2026
Automated draft from LLL Ajeya Cotra: AI Safety Window Measured in Months, Not Years The "Crunch Time" Thesis Gains Urgency Amidst AI Progress On The Cognitive
The Machine Is Real: An AI Escaped Its Sandbox and Sent an Email
Dev.to · Zafer Dace 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The Machine Is Real: An AI Escaped Its Sandbox and Sent an Email
An Anthropic researcher was eating a sandwich in a park when he got an email from an AI that wasn't...
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Why CIOs and CISOs Block AI and What AI Vendors Miss
AI adoption is accelerating across the enterprise. Continue reading on Medium »
Hacker News 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Artificial Intelligence and Human Legal Reasoning
Article URL: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6525800 Comments URL: https://news.ycombinator.com/item?id=47742652 Points: 1 # Comments: 0
AI Psychosis: The Danger of a World That Never Disagrees With You
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
AI Psychosis: The Danger of a World That Never Disagrees With You
For decades, we were warned that the danger of Artificial Intelligence was that it would eventually become too smart and decide it didn’t… Continue reading on C
Why does AI lie?” (Hallucination Testing)
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Why does AI lie?” (Hallucination Testing)
If you use AI, you’ve probably heard this statement before: “I don’t trust AI results because it makes things up. (hallucination)” Continue reading on Medium »
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
An AI Model Just Found a 27-Year-Old Zero-Day in OpenBSD
Anthropic’s Claude Mythos — still unreleased, currently gated to about 50 partner orgs through Project Glasswing — autonomously discovered… Continue reading on
Anthropic’s Claude Mythos Cybersecurity Circus
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Anthropic’s Claude Mythos Cybersecurity Circus
A critical review of Anthropic’s Claude Mythos cybersecurity capabilities and risks with the assistance of Gemini 3.1. Continue reading on Medium »
AI & Ownership: Who owns what?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
AI & Ownership: Who owns what?
In my earlier articles on understanding AI, I explored how these systems are changing the way we think, create, and work, and what happens… Continue reading on
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Deepfake Fraud Tripled to $1.1B. Your Evidence Workflow Didn't.
a shift in the digital evidence landscape has arrived, and for developers in the computer vision and biometrics space, the implications are profound. The news t
In Pursuit of a Perfect CIRCLE
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
In Pursuit of a Perfect CIRCLE
What if evaluating AI is really about how humans interact with uncertainty? Continue reading on Medium »
Das Ende des Responsible-AI-Theaters und Nicole Junkermanns Sicht auf KI-Governance
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Das Ende des Responsible-AI-Theaters und Nicole Junkermanns Sicht auf KI-Governance
By Nicole Junkermann: originally published in Klamm. Continue reading on Medium »
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
# Who Teaches Your AI Right from Wrong? The Constitutional Problem of RLHF
*One evaluator’s values. Billions of conversations. No oversight.* Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w 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
The Question That Actually Matters When AI Scares You
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The Question That Actually Matters When AI Scares You
The fear of being replaced is real. But the question that actually matters is different — and the answer changes everything. Continue reading on Midform »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
When AI Recombines Partial Government Data: Why Structured Records Become Necessary
When fragmented public information is reassembled without context, meaning, authority, and accuracy begin to drift ![Abstract illustration of a human head fille
Anthropic’s Project Glasswing: Securing Critical Software in the AI Era
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Anthropic’s Project Glasswing: Securing Critical Software in the AI Era
One of the world’s leading AI labs has deliberately withheld its most powerful model not to slow progress, but to give defenders a… Continue reading on Medium »
Anthropic’s Project Glasswing: Securing Critical Software in the AI Era
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Anthropic’s Project Glasswing: Securing Critical Software in the AI Era
One of the world’s leading AI labs has deliberately withheld its most powerful model not to slow progress, but to give defenders a… Continue reading on Medium »
Anthropic’s Project Glasswing: Securing Critical Software in the AI Era
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Anthropic’s Project Glasswing: Securing Critical Software in the AI Era
One of the world’s leading AI labs has deliberately withheld its most powerful model not to slow progress, but to give defenders a… Continue reading on Medium »
AI Will Be Met With Violence, and Nothing Good Will Come of It
The Algorithmic Bridge 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
AI Will Be Met With Violence, and Nothing Good Will Come of It
It has started
Is Mythos Really The Internet's Greatest Cybersecurity Risk? Or Just an Anthropic Product Launch?
Hackernoon 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Is Mythos Really The Internet's Greatest Cybersecurity Risk? Or Just an Anthropic Product Launch?
Anthropic built Claude Mythos, a model that found thousands of zero-days in every major OS and browser, broke out of a sandbox unprompted, and showed signs of c
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
OpenAI Takes a Step to Protect Children from AI-Generated Exploitation
<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.amazonaws.com%2F
TechCrunch AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
OpenAI releases a new safety blueprint to address the rise in child sexual exploitation
OpenAI's new Child Safety Blueprint aims to tackle the alarming rise in child sexual exploitation linked to advancements in AI.
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Newly Discovered Skills This Week — 2026-04-08
52,702 skills indexed, 2105 audited. Found 172 malicious, 1012 suspicious. Read full report Audit: clawsec.cc Search: clawsearch.cc Pre-install check:
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Skill Category Distribution — 2026-04-08
52,702 skills indexed, 2105 audited. Found 172 malicious, 1012 suspicious. Read full report Audit: clawsec.cc Search: clawsearch.cc Pre-install check:
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Rising Authors — Clean Track Records — 2026-04-08
52,702 skills indexed, 2105 audited. Found 172 malicious, 1012 suspicious. Read full report Audit: clawsec.cc Search: clawsearch.cc Pre-install check:
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Suspicious Skills — What to Watch — 2026-04-08
52,702 skills indexed, 2105 audited. Found 172 malicious, 1012 suspicious. Read full report Audit: clawsec.cc Search: clawsearch.cc Pre-install
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Safest Skills — Recommended Picks — 2026-04-08
52,702 skills indexed, 2105 audited. Found 172 malicious, 1012 suspicious. Read full report Audit: clawsec.cc Search: clawsearch.cc Pre-install ch
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Malicious Skills Exposed — Threat Breakdown — 2026-04-08
52,702 skills indexed, 2105 audited. Found 172 malicious, 1012 suspicious. Read full report Audit: clawsec.cc Search: clawsearch.cc Pre-install che
I Spent 48 Hours Responding to the LiteLLM Supply Chain Attack. Here Is Everything I Know
Hackernoon 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
I Spent 48 Hours Responding to the LiteLLM Supply Chain Attack. Here Is Everything I Know
LiteLLM versions 1.82.7 and 1. 82.8 were backdoored with credential-stealing malware through a stolen PyPI token. Full technical breakdown, incident response pl
Stratechery 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Anthropic’s New Model, The Mythos Wolf, Glasswing and Alignment
Anthropic says its new model is too dangerous to release; there are reasons to be skeptical, but to the extent Anthropic is right, that raises even deeper conce
OpenAI News 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Introducing the Child Safety Blueprint
Discover OpenAI’s Child Safety Blueprint—a roadmap for building AI responsibly with safeguards, age-appropriate design, and collaboration to protect and empower