Future of AI

AI Safety & Ethics

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

6,859
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 261 reads from curated sources

AI in Cybersecurity: Hype, Reality, and What It Means for Investigations
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
AI in Cybersecurity: Hype, Reality, and What It Means for Investigations
Cybersecurity discussions today often include one dominant theme: Artificial Intelligence. Continue reading on DevSecOps & AI »
Sumeru AI CTF 2026 Writeup
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
Sumeru AI CTF 2026 Writeup
I recently completed Sumeru AI CTF 2026, a challenge series focused on practical AI security testing. Unlike traditional web exploitation… Continue reading on I
Latest Metrics Show AI Models Surpassing Humans
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Latest Metrics Show AI Models Surpassing Humans
How good are AI models getting at technical tasks? …better than most humans in MANY fields. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d 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
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d 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
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The April 18, 2026 AI Security Awakening: 7 Undiscovered Wealth Engines From the OWASP & MCP…
On April 18, 2026, the AI security crisis is accelerating. 492 MCP servers publicly exposed with no authentication. 1,184 malicious skills… Continue reading on
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The April 18, 2026 AI Security Awakening: 7 Undiscovered Wealth Engines From the OWASP Agentic…
On April 18, 2026, the AI security crisis is accelerating. 97% of enterprises expect a major AI agent security incident within 12 months… Continue reading on Me
Verification Is Not Causal: Why Shared Context Erases the Admissibility Gap
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Verification Is Not Causal: Why Shared Context Erases the Admissibility Gap
The engineering description of Context-Isolated Blind Verification is clear enough; the ontology underneath it is not. This essay argues… Continue reading on Me
Anthropic Built A Cyber Weapon. Now Nobody Can Have It.
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Anthropic Built A Cyber Weapon. Now Nobody Can Have It.
Anthropic trained a model called Mythos. They did not train it to hack things. They trained it to be good at code. But as a side effect of… Continue reading on
An AI Found a 27-Year-Old Bug Hiding in OpenBSD. It Cost Less Than $50 to Find It.
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
An AI Found a 27-Year-Old Bug Hiding in OpenBSD. It Cost Less Than $50 to Find It.
For 27 years, every security expert, every fuzzer, every automated scanner missed it. Continue reading on Predict »
AI Threat Modelling (THM) Tryhackme Walkthrough
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
AI Threat Modelling (THM) Tryhackme Walkthrough
Description : Assess and mitigate enterprise AI/ML risks via systematic, defender-focused auditing. Continue reading on Medium »
The Agentic AI Polka
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The Agentic AI Polka
What four days on the expo floor taught me about where security is actually headed — and where it’s pretending to head. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Anchoring Your AI Data: Security for Automated Fishing Logs
For small-scale commercial fishermen, AI automation promises a lifeline from tedious catch logs and compliance paperwork. But entrusting your operational data t
AI Just Changed Cybersecurity — And It’s Getting Dangerous
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
AI Just Changed Cybersecurity — And It’s Getting Dangerous
AI has turned cybersecurity into a high-speed battlefield where both defenders and attackers are evolving rapidly. Continue reading on Medium »
AI Just Changed Cybersecurity — And It’s Getting Dangerous
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
AI Just Changed Cybersecurity — And It’s Getting Dangerous
AI has turned cybersecurity into a high-speed battlefield where both defenders and attackers are evolving rapidly. Continue reading on Medium »
The Most Important AI Books Are Non-Technical.
Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The Most Important AI Books Are Non-Technical.
I love to read. I love AI. While there are a lot of technical books that are great for learning the mechanics of ML algorithms (which are… Continue reading on M
Nvidia’s Huang warns DeepSeek running on Huawei chips would be ‘horrible’ for the US
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Nvidia’s Huang warns DeepSeek running on Huawei chips would be ‘horrible’ for the US
In short: Nvidia CEO Jensen Huang warned on the Dwarkesh Podcast that DeepSeek optimising its AI models for Huawei’s Ascend chips instead of American hardware w
Importance of ISO Certification for AI
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Importance of ISO Certification for AI
Artificial Intelligence (AI) is transforming the way businesses operate, make decisions, and deliver services. From chatbots and virtual… Continue reading on Me
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Deepfakes, Disinformation and Digital Ethics: AI Risks Every CEO Must Know
Deepfakes, Disinformation and Digital Ethics: AI Risks Every CEO Must Know By Dirk Roethig | CEO, VERDANTIS Impact Capital | March 3, 2026 Deepfake fraud cost c
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The Illusion of Understanding: Building Real Systems in an Age of “Fake Thinking”
Over my years moving from the IT world at IBM to handling the equity portfolio for a bank, I’ve realized something profound about the intersection of machine le
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The Growing Backlash Against AI: A Violent Turn?
San Francisco, June 2024. A group calling themselves "The Prometheans" spray-painted "DEATH TO ALGORITHMS" across the facade of a prominent generative AI startu
The Two-Sided Sword: Handling Security Issues with the Model Context Protocol (MCP)
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The Two-Sided Sword: Handling Security Issues with the Model Context Protocol (MCP)
Anthropic’s Model Context Protocol (MCP) represents a significant advancement for AI assistants, establishing a universal, open standard… Continue reading on Me
​Summary

Anthropic has produced a model that autonomously finds and exploits software…
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
​Summary Anthropic has produced a model that autonomously finds and exploits software…
​ ​The Signal​ ​ The model’s existence was not announced through a planned keynote. On March 26, a routine misconfiguration in Anthropic’s… Continue reading on
Science Fictions AI Warnings
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Science Fictions AI Warnings
Many of you would have seen the typical science fiction movie or TV series tropes over the years. The first two that often come to the… Continue reading on AIEx
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d 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
Zoom partners with Sam Altman’s World to verify that meeting participants are actually human
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Zoom partners with Sam Altman’s World to verify that meeting participants are actually human
Summary: Zoom has partnered with World, Sam Altman’s biometric identity company, to let meeting participants verify they are human using World’s Deep Face techn
ZDNet 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Prolonged AI use can be hazardous to your health and work: 4 ways to stay safe
AI is a great tool for small, well-defined tasks, but maintain a healthy skepticism and avoid falling down a rabbit hole.
Anthropic’s White House Peace Talks — A Turning Point in the AI vs. Pentagon Feud
Medium · ChatGPT 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Anthropic’s White House Peace Talks — A Turning Point in the AI vs. Pentagon Feud
You know that feeling when two people you really respect just… can’t get along? Continue reading on Newsarticulated »
How Angelic Intelligence Can Strengthen Trust in Artificial Intelligence Systems
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
How Angelic Intelligence Can Strengthen Trust in Artificial Intelligence Systems
As artificial intelligence (AI) becomes deeply integrated into business, healthcare, finance, and everyday life, trust has emerged as a… Continue reading on Med
AI Benchmark Skorları Yalan Mı — Berkeley Kanıtladı
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d 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 3d 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 3d 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 3d 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 3d 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 3d 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 3d 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 3d 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 3d 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 3d 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 3d 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 4d 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 4d 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 4d 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 4d 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 4d 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 4d 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 4d 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 4d 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 »