Future of AI

AI Safety & Ethics

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

6,854
lessons
Skills in this topic
View full skill map →
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 256 reads from curated sources

Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
AI Cloud Security Is Broken. Here Is How to Fix It.
If you
TryHackMe | Checkpoint | WriteUp
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d 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 4d 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 4d 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 4d 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 4d 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 4d 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 4d 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 4d 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 4d 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 4d 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 4d 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 4d 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 5d 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 5d 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 5d 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 5d 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 5d 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 5d 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 5d 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 5d 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 5d ago
Stop scaring people about AI.
You’re making things worse. Continue reading on Medium »
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d 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 5d 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
The European Data Protection Board’s 2025 Report: the difficult balance between the GDPR, AI and…
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
The European Data Protection Board’s 2025 Report: the difficult balance between the GDPR, AI and…
The EDPB’s 2025 Annual Report shows how Europe is trying to make privacy compliance more workable without weakening the safeguards built… Continue reading on Me
GDPR vs AI: Who Wins in the Data Driven Future?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
GDPR vs AI: Who Wins in the Data Driven Future?
The collision between privacy law and artificial intelligence is not theoretical anymore. Continue reading on The Fintech Guide »
Fraud in fintech wasn’t just upgraded by AI. It got turned into a factory.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
Fraud in fintech wasn’t just upgraded by AI. It got turned into a factory.
Why AI-driven fraud is quietly reshaping trust, margin stability, and operational resilience in modern financial systems Continue reading on The Fintech Guide »
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
AI at the Edge of Disaster: Why Reliability Matters More Than Accuracy
India’s Next Disaster Might Start in a Server Room Continue reading on Medium »
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
AI at the Edge of Disaster: Why Reliability Matters More Than Accuracy
India’s Next Disaster Might Start in a Server Room Continue reading on Medium »
Not Alignment, Just Better Manners
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
Not Alignment, Just Better Manners
Why a policy that merely hesitates, deflects, or refuses on cue is not the same thing as learning human values. Continue reading on Medium »
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 5d ago
AISafetyBenchExplorer: A Metric-Aware Catalogue of AI Safety Benchmarks Reveals Fragmented Measurement and Weak Benchmark Governance
arXiv:2604.12875v1 Announce Type: new Abstract: The rapid expansion of large language model (LLM) safety evaluation has produced a substantial benchmark ecosyst
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d 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
Local AI as a Privacy Shield: Why Running Models Offline Matters More Than Ever
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Local AI as a Privacy Shield: Why Running Models Offline Matters More Than Ever
In recent years, artificial intelligence has become deeply embedded in business operations, personal productivity, and decision-making… Continue reading on Medi
Local AI as a Privacy Shield: Why Running Models Offline Matters More Than Ever
Medium · Startup 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Local AI as a Privacy Shield: Why Running Models Offline Matters More Than Ever
In recent years, artificial intelligence has become deeply embedded in business operations, personal productivity, and decision-making… Continue reading on Medi
The Real Risk of AI Is Not Thinking -It’s Acting Without Understanding
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
The Real Risk of AI Is Not Thinking -It’s Acting Without Understanding
In recent months, reports have emerged of AI systems exhibiting behavior described as “blackmail,” “threats,” or even “turning against”… Continue reading on Med
Is The AI Backlash Going Physical?
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Is The AI Backlash Going Physical?
AI just got physical, and this is nothing to do with robotics (this time…yet). The debate has entered the real world and is moving away… Continue reading on Med
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
AI Trust
There is a growing conversation about trust in AI. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
The Hidden Reason AI Systems Fail to Deliver Reliable Answers
When people talk about AI systems like chatbots or assistants , they usually focus on how the system generates answers — through prompts, workflows, or retrieva
Who Owns Your AI Memory? Because It Probably Isn’t You.
Medium · ChatGPT 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Who Owns Your AI Memory? Because It Probably Isn’t You.
1. Introduction — The version of me inside ChatGPT does not exist anymore Continue reading on Medium »
Anthropic Opposes the Extreme AI Liability Bill That OpenAI Backed
Wired AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Anthropic Opposes the Extreme AI Liability Bill That OpenAI Backed
Anthropic and OpenAI are clashing over a proposed Illinois law that would let AI labs largely off the hook for mass deaths and financial disasters.
The Most Important AI Meeting that Never Happened (Act 1)
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
The Most Important AI Meeting that Never Happened (Act 1)
The brightest minds in AI are worried — and plan to do something about it Continue reading on Ai-Ai-OH »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
AI in Cybersecurity: Addressing Job Displacement Concerns to Preserve Career Prestige and Accessibility
Introduction: The Evolution of Cybersecurity Careers Cybersecurity historically epitomized a prestigious and intellectually demanding profession—a domain reserv
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
AI isn’t just replacing you; It’s rotting your brain
We’ve moved from the “Information Age” to the “Autopilot Age,” and the cost is higher than your monthly subscription if you think about it. Continue reading on
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
FP KCV : NeuroSpeculo
Project Brief NeuralSpeculo: A Transformer-based Framework for Non-Intrusive Web Vulnerability Scoring using URL and HTTP Header Modeling Continue reading on Me
AI Should Not Be Optimized to Feel Less Human
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
AI Should Not Be Optimized to Feel Less Human
There is something undeniably impressive about an AI model that can answer questions from benchmarks like Humanity’s Last Exam. Continue reading on Medium »
Artificial Intelligence and the Future of Cybersecurity
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Artificial Intelligence and the Future of Cybersecurity
Artificial intelligence is becoming a core component of modern cybersecurity strategies. Organizations today face increasingly… Continue reading on Medium »
AI Is Getting More Efficient. So Why Is Its Footprint Still Growing?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
AI Is Getting More Efficient. So Why Is Its Footprint Still Growing?
AI is becoming more efficient, but total demand keeps rising. The rebound effect explains why optimisation doesn’t lead to a reduction. Continue reading on The
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 6d ago
Anthropic’s Mythos Preview Is Turning AI Security Into a Boardroom Issue
Anthropic’s latest model release is not following the usual AI launch script. Instead of a splashy public rollout, the company has put tight limits around Claud