Future of AI

AI Safety & Ethics

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

7,277
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

Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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 1mo 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
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
Reciprocal Trust and Distrust in Artificial Intelligence Systems: The Hard Problem of Regulation
arXiv:2604.05826v1 Announce Type: new Abstract: Policy makers, scientists, and the public are increasingly confronted with thorny questions about the regulation
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
Synthetic Trust Attacks: Modeling How Generative AI Manipulates Human Decisions in Social Engineering Fraud
arXiv:2604.04951v1 Announce Type: cross Abstract: Imagine receiving a video call from your CFO, surrounded by colleagues, asking you to urgently authorise a con
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
Robust AI Security and Alignment: A Sisyphean Endeavor?
arXiv:2512.10100v2 Announce Type: replace Abstract: This manuscript establishes information-theoretic limitations for robustness of AI security and alignment by
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
Safety, Security, and Cognitive Risks in World Models
arXiv:2604.01346v2 Announce Type: replace-cross Abstract: World models - learned internal simulators of environment dynamics - are rapidly becoming foundational
Gene Regulation May Control How Long We Live
Forbes Innovation 🛡️ AI Safety & Ethics ⚡ AI Lesson 1mo ago
Gene Regulation May Control How Long We Live
Cross-species research shows that RNA splicing patterns, not just gene activity, track maximum lifespan in mammals, revealing a new axis of longevity control.
The Deepfake Paradox: Why Blockchain Holds the Key to Digital Trust
Hackernoon 🛡️ AI Safety & Ethics ⚡ AI Lesson 1mo ago
The Deepfake Paradox: Why Blockchain Holds the Key to Digital Trust
Deepfakes are rapidly destroying trust in digital content, making detection an unwinnable arms race. Instead of trying to identify fake media, blockchain offers
The Verge 🛡️ AI Safety & Ethics ⚡ AI Lesson 1mo ago
Gemini is making it faster for distressed users to reach mental health resources
Google says it has updated Gemini to better direct users to get mental health resources during moments of crisis. The change comes as the tech giant faces a wro
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
Incompleteness of AI Safety Verification via Kolmogorov Complexity
arXiv:2604.04876v1 Announce Type: new Abstract: Ensuring that artificial intelligence (AI) systems satisfy formal safety and policy constraints is a central cha
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
Is your AI Model Accurate Enough? The Difficult Choices Behind Rigorous AI Development and the EU AI Act
arXiv:2604.03254v1 Announce Type: cross Abstract: Technical and legal debates frequently suggest that "accuracy" is an objective, measurable, and purely technic
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
SafeScreen: A Safety-First Screening Framework for Personalized Video Retrieval for Vulnerable Users
arXiv:2604.03264v1 Announce Type: cross Abstract: Open-domain video platforms offer rich, personalized content that could support health, caregiving, and educat
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
Safety-Aligned 3D Object Detection: Single-Vehicle, Cooperative, and End-to-End Perspectives
arXiv:2604.03325v1 Announce Type: cross Abstract: Perception plays a central role in connected and autonomous vehicles (CAVs), underpinning not only conventiona
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
Toward a Sustainable Software Architecture Community: Evaluating ICSA's Environmental Impact
arXiv:2604.04096v1 Announce Type: cross Abstract: Generative AI (GenAI) tools are increasingly integrated into software architecture research, yet the environme
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
Cyber-Physical Systems Security: A Comprehensive Review of Anomaly Detection Techniques
arXiv:2502.13256v2 Announce Type: replace-cross Abstract: In an increasingly interconnected world, Cyber-Physical Systems (CPS) are essential to critical indust
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
SoSBench: Benchmarking Safety Alignment on Six Scientific Domains
arXiv:2505.21605v3 Announce Type: replace-cross Abstract: Large language models (LLMs) exhibit advancing capabilities in complex tasks, such as reasoning and gr
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1mo ago
Vid-Freeze: Protecting Images from Malicious Image-to-Video Generation via Temporal Freezing
arXiv:2509.23279v2 Announce Type: replace-cross Abstract: The rapid progress of image-to-video (I2V) generation models has introduced significant risks by enabl