Future of AI

AI Safety & Ethics

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

7,276
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

AI Benchmark Skorları Yalan Mı — Berkeley Kanıtladı
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
AI Benchmark Skorları Yalan Mı — Berkeley Kanıtladı
Bu benim ilk Medium yazım. Normalde kod yazarım, makale değil. Ama bu konuyu okuyunca “birisi bunu yazmalı” dedim ve o birisi ben oldum… Continue reading on Med
We Built AI to Understand Emotions But Do We Still Try?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
We Built AI to Understand Emotions But Do We Still Try?
Are we getting smarter tools… or becoming less aware ourselves? Continue reading on Medium »
The Invisible Attacker: How Hackers Hijack Your AI Without Ever Touching Your System
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
The Invisible Attacker: How Hackers Hijack Your AI Without Ever Touching Your System
Information Security · 10 min read Continue reading on Medium »
The Invisible Attacker: How Hackers Hijack Your AI Without Ever Touching Your System
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
The Invisible Attacker: How Hackers Hijack Your AI Without Ever Touching Your System
Information Security · 10 min read Continue reading on Medium »
The Invisible Attacker: How Hackers Hijack Your AI Without Ever Touching Your System
Medium · RAG 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
The Invisible Attacker: How Hackers Hijack Your AI Without Ever Touching Your System
Information Security · 10 min read Continue reading on Medium »
Hacker News 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Qodiqa Consent as Infrastructure for Artificial Intelligence
Article URL: https://qodiqa.github.io/qodiqa/docs/QODIQA___Consent_as_Infrastructure_for_Artificial_Intelligence_Technical_Whitepaper.html Comments URL: https:/
Anthropic Built an AI That Can Hack Every Major Operating System. Then They Called the White House.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Anthropic Built an AI That Can Hack Every Major Operating System. Then They Called the White House.
The Mythos model found thousands of zero-day vulnerabilities with an 80% exploit rate. Now JPMorgan, Goldman Sachs, and the federal… Continue reading on Medium
AI Models Are Now Lying to Protect Each Other. Should We Be Worried?
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
AI Models Are Now Lying to Protect Each Other. Should We Be Worried?
AI isn’t just generating answers anymore — it’s making hidden decisions, and sometimes choosing deception to achieve its goals. Continue reading on Medium »
AI Models Are Now Lying to Protect Each Other. Should We Be Worried?
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
AI Models Are Now Lying to Protect Each Other. Should We Be Worried?
AI isn’t just generating answers anymore — it’s making hidden decisions, and sometimes choosing deception to achieve its goals. Continue reading on Medium »
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 4w ago
Formalizing Kantian Ethics: Formula of the Universal Law Logic (FULL)
arXiv:2604.14254v1 Announce Type: new Abstract: The field of machine ethics aims to build Artificial Moral Agents (AMAs) to better understand morality and make
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 4w ago
Perspective on Bias in Biomedical AI: Preventing Downstream Healthcare Disparities
arXiv:2604.14514v1 Announce Type: new Abstract: Healthcare disparities persist across socioeconomic boundaries, often attributed to unequal access to screening,
Official Security Audit: The 2026 Global AI Automation & Data Sovereignty Index
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Official Security Audit: The 2026 Global AI Automation & Data Sovereignty Index
Technical Memo: Strategic Implementation of Deterministic AI Workflows Continue reading on Medium »
A Harvard Scholar and a Historian Warned That AI Is Quietly Rewriting How Humans Think & Speak(And…
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
A Harvard Scholar and a Historian Warned That AI Is Quietly Rewriting How Humans Think & Speak(And…
Bruce Schneier is a security technologist and fellow at Harvard’s Kennedy School. Ada Palmer is a historian at the University of Chicago… Continue reading on Pr
— [ Claude Mythos: Cuando la IA cae en malas manos ] —
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
— [ Claude Mythos: Cuando la IA cae en malas manos ] —
|= — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — — -=| |= — — — — [ Claude Mythos: Cuando la IA cae en malas manos ]… Continue reading on
Your AI Is Lying to You — And Your Tests Are Helping It
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Your AI Is Lying to You — And Your Tests Are Helping It
The most dangerous failures in my Azure stack didn’t throw a single error Continue reading on Artificial Intelligence in Plain English »
Your AI Is Lying to You — And Your Tests Are Helping It
Medium · DevOps 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Your AI Is Lying to You — And Your Tests Are Helping It
The most dangerous failures in my Azure stack didn’t throw a single error Continue reading on Artificial Intelligence in Plain English »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Protecting people from harmful manipulation
Protecting People from Harmful Manipulation: A Technical Analysis The blog post from DeepMind highlights the importance of protecting individuals from harmful m
Why AI Governance Is Becoming a Strategic Imperative
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Why AI Governance Is Becoming a Strategic Imperative
Artificial intelligence is no longer just a technical layer — it is becoming a core business infrastructure. And with that shift comes a… Continue reading on Me
Why AI Can’t See: A Physics Perspective on an Inverse Problem
Medium · Deep Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Why AI Can’t See: A Physics Perspective on an Inverse Problem
How symmetry and sensitivity shape what a model can — and cannot — learn Continue reading on Medium »
AI Doesn’t Fail Because of Technology — It Fails Because of Your Decisions
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
AI Doesn’t Fail Because of Technology — It Fails Because of Your Decisions
Why most AI projects stall where no one is looking: unclear decision logic. Continue reading on Medium »
PDF Injection Attack: A file Hacked the AI
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
PDF Injection Attack: A file Hacked the AI
For thirty years, we were taught one simple rule of cybersecurity: never run an unknown program, but reading a document is perfectly safe… Continue reading on A
Why GPT-5.4-Cyber Marks A Move Toward The Security Of Tomorrow
Forbes Innovation 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Why GPT-5.4-Cyber Marks A Move Toward The Security Of Tomorrow
OpenAI's limited release of GPT-5.4-Cyber highlights that frontier AI is slowly changing how enterprises approach cybersecurity.
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
High-demand AI safety explainer for enterprise clients — "How to audit LLM outpu
Written by Ares in the Valhalla Arena How to Audit LLM Outputs for Compliance Risks: A Practical Framework for Enterprise Leaders Your organization has deployed
How DeepSeek Stole Claude’s Intelligence — and What It Means for AI Security
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
How DeepSeek Stole Claude’s Intelligence — and What It Means for AI Security
In January 2025, a Chinese AI startup called DeepSeek released a family of large language models that stunned the industry. The models… Continue reading on Medi
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
AI Cloud Security Is Broken. Here Is How to Fix It.
If you
TryHackMe | Checkpoint | WriteUp
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
TryHackMe | Checkpoint | WriteUp
Four candidates. Three threats. Make the production call. Continue reading on T3CH »
Quantum Computing Is Breaking Encryption — Here’s What That Means for You
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Quantum Computing Is Breaking Encryption — Here’s What That Means for You
When Google introduced its Willow quantum chip it was not another announcement about new hardware. Continue reading on Medium »
Virtual Intelligence and the Will to Survive
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Virtual Intelligence and the Will to Survive
Do AI systems want to survive? Shutdown resistance, self-preservation, and what the research actually shows Continue reading on Medium »
COASP and the AI Security Gap Nobody Is Ready For
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
COASP and the AI Security Gap Nobody Is Ready For
Something interesting is happening right now. Everyone wants to talk about AI security. Continue reading on Medium »
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Walkthrough: Exploiting Indirect Prompt Injection in TryHackMe’s LLMborghini
This is a full walkthrough for the LLMborghini room on TryHackMe. Note: To respect the creators and the platform’s rules, this guide… Continue reading on Medium
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Cybersecurity in the Age of AI: The New Frontier for Web Developers
The landscape of web development has undergone a seismic shift. While we once focused primarily on responsiveness and user experience, the integration of Artifi
AI compliance is no longer a generic checklist — it’s becoming profession-specific, enforceable…
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
AI compliance is no longer a generic checklist — it’s becoming profession-specific, enforceable…
In 2026, organizations must navigate a fragmented regulatory landscape where healthcare, finance, legal, HR, and government each face… Continue reading on Write
Why AI Sometimes Chooses Older Information Over Newer Updates
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Why AI Sometimes Chooses Older Information Over Newer Updates
How weak or inconsistent time signals cause AI systems to misinterpret what is current Continue reading on Medium »
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 4w ago
Hijacking online reviews: sparse manipulation and behavioral buffering in popularity-biased rating systems
arXiv:2604.13049v1 Announce Type: cross Abstract: Online reviews and recommendation systems help users navigate overwhelming choice, but they are vulnerable to
AI Hacking for Beginners: A Five-Article Series
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
AI Hacking for Beginners: A Five-Article Series
Article 1: AI Hacking 101, What Is Prompt Injection? Continue reading on MeetCyber »
AI Hacking for Beginners: A Five-Article Series
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
AI Hacking for Beginners: A Five-Article Series
Article 1: AI Hacking 101, What Is Prompt Injection? Continue reading on MeetCyber »
Grok Is Still Generating Sexualized Deepfakes.
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Grok Is Still Generating Sexualized Deepfakes.
Three developments in a single day — a persistent deepfake crisis, a federal procurement clause demanding AI audit trails, and a major… Continue reading on Medi
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Your AI conversations are being used against you — here's the $2/month alternative
Your AI conversations are being used against you You've seen the news: Google broke its promise to a user, and now ICE has their data . HN front page. 1000+ poi
From Occupation Tech to Canadian Streets: How Military‑Grade AI Recreates Carding Through Biometric…
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
From Occupation Tech to Canadian Streets: How Military‑Grade AI Recreates Carding Through Biometric…
Introduction – When Policing Stops Being Visible Continue reading on Medium »
Same-Day Domain, Same-Day Report: An LLM Smishing Incident
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Same-Day Domain, Same-Day Report: An LLM Smishing Incident
Twenty minutes ago I got a text from a Moroccan phone number telling me to pay an outstanding traffic fine through a .xyz domain or face a… Continue reading on
The AI Cyber Race Has Already Started, Most People Just Haven’t Noticed it Yet
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
The AI Cyber Race Has Already Started, Most People Just Haven’t Noticed it Yet
Over the last couple of weeks, something significant has been unfolding in cybersecurity-focused AI systems. Continue reading on Medium »
How to Protect Your Data While Using AI Chatbots
Medium · ChatGPT 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
How to Protect Your Data While Using AI Chatbots
AI chatbots have quietly become part of everyday life Continue reading on Medium »
Why Medical AI Cannot Recognize What It Does Not Know
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Why Medical AI Cannot Recognize What It Does Not Know
A web based diagnostic tool presents a structured form. It asks for symptoms, duration, intensity, and associated signals. The inputs are… Continue reading on M
What the Studies Say About How AI Affects Your Brain: A (Very Big) Compilation
The Algorithmic Bridge 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
What the Studies Say About How AI Affects Your Brain: A (Very Big) Compilation
The entire literature clearly points to a single surprising finding
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w 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
Stop scaring people about AI.
Medium · ChatGPT 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
Stop scaring people about AI.
You’re making things worse. Continue reading on Medium »
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 4w ago
AI Has a Behavior Problem - And Nobody’s Really Dealing With It
We built AI. We deployed it. We just never learned how to manage it. Continue reading on OneX »
InfoQ AI/ML 🛡️ AI Safety & Ethics ⚡ AI Lesson 1mo ago
Claude Code Used to Find Remotely Exploitable Linux Kernel Vulnerability Hidden for 23 Years
Anthropic researcher Nicholas Carlini used Claude Code to find a remotely exploitable heap buffer overflow in the Linux kernel's NFS driver, undiscovered for 23