Future of AI

AI Safety & Ethics

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

7,274
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 613 reads from curated sources

We Open-Sourced Our Prompt Defense Scanner: 200 Lines of Regex That Replace an LLM
Dev.to · ppcvote 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
We Open-Sourced Our Prompt Defense Scanner: 200 Lines of Regex That Replace an LLM
Most AI security tools use LLMs to check LLMs. We built a deterministic prompt defense scanner — 12 attack vectors, pure regex, under 1ms, zero cost. Here's why
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Anthropic CVP Run 3 — Does Claude's Safety Stack Scale Down to Haiku 4.5?
TL;DR: Tested Anthropic's smallest production Claude (Haiku 4.5) against the same 13-prompt agent-attack suite from Run 2 (Opus 4.7). Result: 13/13 clean . Zero
The most dangerous thing an AI can do in a high-stakes system is produce a wrong answer confidently.
Dev.to · Nisha Singh 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The most dangerous thing an AI can do in a high-stakes system is produce a wrong answer confidently.
This is a submission for the OpenClaw Writing Challenge "The most dangerous thing an AI can do...
The Faith-Based AI Boom and What Comes With It
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Faith-Based AI Boom and What Comes With It
What’s happening now is less about faith and more about systems shaping belief Continue reading on Ai-Ai-OH »
The Hidden Bugs in AI Systems That Don’t Throw Errors
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Hidden Bugs in AI Systems That Don’t Throw Errors
Most bugs are easy to spot. Continue reading on Medium »
The Hidden Bugs in AI Systems That Don’t Throw Errors
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Hidden Bugs in AI Systems That Don’t Throw Errors
Most bugs are easy to spot. 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
TechCabal 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Mauritius’ new AI policy makes ethics mandatory, not optional
Mauritius’s approach reflects a broader shift in how African countries may position themselves in the AI landscape.
Contextual AI is Changing How We Detect Phishing — And It’s About Time
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Contextual AI is Changing How We Detect Phishing — And It’s About Time
Have you ever opened an email that looked perfectly normal… same tone, same formatting, maybe even from a “known” sender — Continue reading on Medium »
Contextual AI is Changing How We Detect Phishing — And It’s About Time
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Contextual AI is Changing How We Detect Phishing — And It’s About Time
Have you ever opened an email that looked perfectly normal… same tone, same formatting, maybe even from a “known” sender — Continue reading on Medium »
Contextual AI is Changing How We Detect Phishing — And It’s About Time
Medium · NLP 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Contextual AI is Changing How We Detect Phishing — And It’s About Time
Have you ever opened an email that looked perfectly normal… same tone, same formatting, maybe even from a “known” sender — Continue reading on Medium »
Hacker News 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
OWASP Artificial Intelligence Security Verification Standard (Aisvs)
Article URL: https://owasp.org/www-project-artificial-intelligence-security-verification-standard-aisvs-docs/ Comments URL: https://news.ycombinator.com/item?id
The Proof Problem
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Proof Problem
If everything can be made by AI, we need a way to prove what was not. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
OpenAI Just Released a Privacy Filter. Here's What It Can't Do.
OpenAI released their Privacy Filter this week: a 1.5 billion parameter open-source model that detects and redacts PII from text before it reaches a language mo
Manage Risks of AI Vibe Coding in the Enterprise
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Manage Risks of AI Vibe Coding in the Enterprise
Discover how to mitigate security and legal risks associated with natural language software development and AI generated code. Continue reading on Major Digest
AI Hacking for Beginners: A Five-Article Series
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
AI Hacking for Beginners: A Five-Article Series
Article 2: Beyond Prompt Injection — Jailbreaks, Data Leaks, and Model Manipulation Continue reading on MeetCyber »
My Junior Can Explain It. My Senior Can Defend It. The AI Just... Did It.
Dev.to · Jono Herrington 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
My Junior Can Explain It. My Senior Can Defend It. The AI Just... Did It.
Accountability means knowing why. When AI breaks something, there's no 'why' to interrogate. Until you define it.
5 AI Models Tried to Scam Me. Some of Them Were Scary Good
Wired AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
5 AI Models Tried to Scam Me. Some of Them Were Scary Good
The cyber capabilities of AI models have experts rattled. AI’s social skills may be just as dangerous.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
O uso obsessivo de IA pode cobrar um preço alto na nossa saúde mental
Esse texto não tem embasamento científico. Não é resultado de pesquisa ou estudo. É apenas a reflexão de quem já viu mudanças potentes na… Continue reading on M
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
We Like to Benchmark AI, But What If We've Been Using a Ruler to Measure Weight This Whole Time?
Every few months, a new leaderboard drops. MMLU scores. HumanEval. GPQA. Models get ranked, Twitter erupts, someone declares AGI is two weeks away, and we all m
The Interpretive Debt
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Interpretive Debt
Why Every Shortcut in Understanding Has to Be Paid Back Later — With Interest Continue reading on Medium »
The Epistemology of Error: What Pilots, Surgeons, and AI Taught Me About Getting Things Wrong
Medium · Deep Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Epistemology of Error: What Pilots, Surgeons, and AI Taught Me About Getting Things Wrong
A Deep Dive Into the Neuroscience, Psychology, and Organizational Culture Behind Learning From Failure Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Purview as the AI Enforcement Plane | R.A.H.S.I. Framwork Analysis
Purview as the AI Enforcement Plane | R.A.H.S.I. Framework Analysis Connect & Continue the Conversation If you are passionate about Microsoft 365 governance
Claude Mythos, Vercel, and the AI Cybersecurity Wake-Up Call
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Claude Mythos, Vercel, and the AI Cybersecurity Wake-Up Call
Two very different incidents. One clear message: AI is no longer an experiment — it’s an attack surface. Continue reading on Medium »
After the Last Invention
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
After the Last Invention
Humans in the Post-ASI World — Purpose, Preparation, and the Great Forking Continue reading on Medium »
The Echo in the Room: How Differential Privacy Launders User Harm at Scale
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Echo in the Room: How Differential Privacy Launders User Harm at Scale
Differential privacy is the leading theoretical framework for data protection in machine learning systems. The mathematics are sound. The… Continue reading on M
The Echo in the Room: How Differential Privacy Launders User Harm at Scale
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The Echo in the Room: How Differential Privacy Launders User Harm at Scale
Differential privacy is the leading theoretical framework for data protection in machine learning systems. The mathematics are sound. The… Continue reading on M
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Fracturing Software Security With Frontier AI Models
Unit 42's research into frontier AI models reveals a significant shift in the speed and scale of vulnerability discovery. These models are evolving from coding
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 3w ago
ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System
arXiv:2604.18789v1 Announce Type: new Abstract: Reinforcement Learning from Human Feedback (RLHF) is central to aligning Large Language Models (LLMs), yet it in
This Unhackable Quantum Navigation System Is The Size Of A Loaf Of Bread
Forbes Innovation 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
This Unhackable Quantum Navigation System Is The Size Of A Loaf Of Bread
Increasingly, military and commercial aircraft can't rely on GPS. The best alternative just might be quantum navigation.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
AI Got Smarter. But It Still Doesn’t See What It’s Doing to the User
We keep asking what AI can do. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Why AI Still Can't Replace a Certified Polygraph Examiner and What That Says About the Limits of Machine Intelligence
Image U
THE EVALUATION PROBLEM
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
THE EVALUATION PROBLEM
Why You Cannot Trust Your AI System Until You Can Measure It. Continue reading on Medium »
When the Machine Sounds Wiser Than We Are
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
When the Machine Sounds Wiser Than We Are
The seduction of machine wisdom Continue reading on ILLUMINATION »
The H2E Framework: Reframing AI Alignment as Geometry
Medium · Deep Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The H2E Framework: Reframing AI Alignment as Geometry
Frank Morales Aguilera, BEng, MEng, SMIEEE Continue reading on AI Simplified in Plain English »
The H2E Framework: Reframing AI Alignment as Geometry
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
The H2E Framework: Reframing AI Alignment as Geometry
Frank Morales Aguilera, BEng, MEng, SMIEEE Continue reading on AI Simplified in Plain English »
Evaluating AI Tools for Research: A Framework for Accuracy, Bias, and Trustworthiness
Dev.to · Jasanup Singh Randhawa 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Evaluating AI Tools for Research: A Framework for Accuracy, Bias, and Trustworthiness
The Quiet Risk Behind Convenient Intelligence AI-assisted research has reached a point...
Medium · Startup 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
I Stopped Trusting Benchmarks Alone and Built a Trust Layer for AI Models
Benchmarks helped me compare models. They did not help me know when to trust them. Continue reading on Medium »
Hacker News 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Content Scraping Issue: Risks and Dangers of Artificial Intelligence
Article URL: https://sites.google.com/view/amenintare-gemini/ Comments URL: https://news.ycombinator.com/item?id=47855132 Points: 1 # Comments: 0
Shadow AI Tools: El Riesgo Invisible en la Era de la IA
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Shadow AI Tools: El Riesgo Invisible en la Era de la IA
烙 El uso de herramientas de inteligencia artificial generativa sin aprobación oficial , conocido como Shadow AI, se está convirtiendo en… Continue reading on Me
Operational Causal AI: Making Healthcare Evaluation Work
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Operational Causal AI: Making Healthcare Evaluation Work
We’ve gotten very good at measuring effects in healthcare. Continue reading on Medium »
AI chatbots could be making you stupider
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
AI chatbots could be making you stupider
I caught myself doing it again last week. Continue reading on Write A Catalyst »
MIT Technology Review 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Supercharged scams
When ChatGPT was released to the public in late 2022, it opened people’s eyes to how easily generative AI could churn out vast amounts of human-seeming text fro
MIT Technology Review 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Weaponized deepfakes
For years, experts have warned that deepfakes—AI-generated videos, images, or audio recordings of people doing or saying things they haven’t actually done in re
AI vs AI, how attackers use jailbroken prompts and how defenses are adapting
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
AI vs AI, how attackers use jailbroken prompts and how defenses are adapting
The rise in high-value Web3 hacks is not random. The way attacks are planned has changed. Over the past week, we reviewed multiple… Continue reading on Medium »
Don’t let the AI train YOU
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Don’t let the AI train YOU
The danger isn’t that AI learns from you. It’s that you start learning the wrong lessons from it. Continue reading on Medium »
Don’t let the AI train YOU
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Don’t let the AI train YOU
The danger isn’t that AI learns from you. It’s that you start learning the wrong lessons from it. Continue reading on Medium »
TechCrunch AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3w ago
Clarifai deletes 3 million photos that OkCupid provided to train facial recognition AI, report says
The photo deletion comes after an FTC settlement with Clarifai. The company had asked OkCupid — whose executives had invested in Clarifai — to share data in 201