Future of AI

AI Safety & Ethics

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

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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 606 reads from curated sources

Italy’s PM Shares Fake Image Of Herself In Lingerie To Warn About AI
Forbes Innovation 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Italy’s PM Shares Fake Image Of Herself In Lingerie To Warn About AI
Giorgia Meloni reposted a suggestive AI-generated image circulating online. "Deepfakes are a dangerous tool, because they can deceive, manipulate and strike any
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
UAI (Understandable Ai)
UAI (Understandable Ai) The Next AI Revolution UAI Framework Transforms Black Box Intelligence into Transparent, Auditable, and Human Understandable Systems Jan
Autonomous Response Isn’t a Switch. It’s a Ladder
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Autonomous Response Isn’t a Switch. It’s a Ladder
A pattern from recent SOC reviews I keep seeing the same story play out. A team turns on autonomous response, watches it run for a few… Continue reading on Medi
The AI Gold Rush Is Bypassing the Enterprise’s Safety Rails
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The AI Gold Rush Is Bypassing the Enterprise’s Safety Rails
And leaders don’t realize they’re trading speed for structural risk Continue reading on Medium »
Does AI Reliance Affect Your Child’s Ability to Think?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Does AI Reliance Affect Your Child’s Ability to Think?
Some advantages of AI may be outweighed by its negative effects on young, developing brains Continue reading on The Parenting Portal »
Google’s top differential-privacy scientist tells the EU its data-sharing plan can be reversed in two hours
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Google’s top differential-privacy scientist tells the EU its data-sharing plan can be reversed in two hours
Sergei Vassilvitskii, distinguished scientist at Google since 2012, has written to Brussels warning that the Commission’s proposed anonymisation scheme for forc
Cybersecurity in the Age of AI: Opportunities, Threats, and the Battle for Digital Trust
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Cybersecurity in the Age of AI: Opportunities, Threats, and the Battle for Digital Trust
Someone sent me a voice message last month. It sounded exactly like their manager — tone, cadence, the specific way he says “loop me in.” Continue reading on Me
From Exams to Escape Rooms: How We Learned to Test AI
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
From Exams to Escape Rooms: How We Learned to Test AI
Imagine you’re hiring someone for a demanding job. In the first round of interviews, you test whether they can alphabetize a list and fill… Continue reading on
The AI Model That Changed the Economics of Hacking…And What It Means for Investment Firms
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The AI Model That Changed the Economics of Hacking…And What It Means for Investment Firms
Cloud Security · AI Risk · May 2026 Continue reading on Medium »
Why Google, OpenAI, and Anthropic Are Quietly Terrified of What They Built
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Why Google, OpenAI, and Anthropic Are Quietly Terrified of What They Built
The engineers closest to the frontier are the most nervous. Here’s what they’re not saying out loud. Continue reading on Medium »
Your AI Model Is Biased. Your Real Data Is Hiding It. Synthetic Databases Can Find It First.
Medium · Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Your AI Model Is Biased. Your Real Data Is Hiding It. Synthetic Databases Can Find It First.
The model passed every accuracy benchmark we had. Continue reading on Towards AI »
What the “AI Is Making Us Dumber” Headlines Get Wrong
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
What the “AI Is Making Us Dumber” Headlines Get Wrong
The most-cited study has 54 people, isn’t peer-reviewed, and its authors asked journalists not to draw the conclusions journalists drew. Continue reading on Med
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
We’re Building AI We Don’t Understand And That Might Actually Be Okay
Nobody fully understands how a human brain works. Yet here we are, 8 billion of us, making decisions, creating things, running… Continue reading on Medium »
TechCrunch AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Pennsylvania sues Character.AI after a chatbot allegedly posed as a doctor
According to Pennsylvania's filing, a Character.AI chatbot presented itself as a licensed psychiatrist during a state investigation, and also fabricated a seria
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
3 Seconds of Audio Is All a Scammer Needs to Become You
Protect your investigations from multimodal deepfakes The threshold for synthetic identity fraud has just collapsed. We are no longer looking at a future where
Meta cancelled the contract with the people who saw what its glasses see
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Meta cancelled the contract with the people who saw what its glasses see
In February 2026, workers at Sama, a Nairobi-based outsourcing company contracted by Meta, told Swedish newspapers Svenska Dagbladet and Göteborgs-Posten that t
How to Safely Integrate AI Into Structured Backend Systems
Hackernoon 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
How to Safely Integrate AI Into Structured Backend Systems
This article explores the challenges of integrating AI into structured backend systems like Java Spring Boot applications. It shows how small inconsistencies in
Testing AI Applications: The Questions No One Is Really Answering
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Testing AI Applications: The Questions No One Is Really Answering
I’ve been wanting to write about AI for a while. Continue reading on Medium »
Extending the Five-Point AI Cyber Defense Strategy
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Extending the Five-Point AI Cyber Defense Strategy
Recent discussions around AI-driven cyber defense outline an important strategic direction: accelerate defensive capabilities responsibly… Continue reading on M
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 1w ago
The Two Boundaries: Why Behavioral AI Governance Fails Structurally
arXiv:2604.27292v1 Announce Type: new Abstract: Every system that performs effects has two boundaries: what it can do (expressiveness) and what governance cover
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Nine Seconds. One Company. Gone.
What the PocketOS deletion taught me about building AI products that don’t kill the businesses that trust them. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w 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 1w ago
Prompt Injection Was Stateless. Memory Poisoning Is Persistence
For the last two years, AI security discussions have mostly been about stateless compromise . Can you jailbreak the model in one session? Can you inject hostile
Shevlin’s Triad and the Consciousness Gap
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Shevlin’s Triad and the Consciousness Gap
Why the AI consciousness debate is asking the wrong question Continue reading on Medium »
WARM AI CHATBOTS ARE MORE LIKELY TO LIE & NEW REPORT FLAGS 40 PERCENT OF ALL INTERNET TRAFFIC IS…
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
WARM AI CHATBOTS ARE MORE LIKELY TO LIE & NEW REPORT FLAGS 40 PERCENT OF ALL INTERNET TRAFFIC IS…
Welcome back to Law and Ethics in Tech. It is the last week of April, 2026! This week we are looking at the messy reality of artificial… Continue reading on Law
The Question Every AI System Will Be Asked — And Most Can’t Answer
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
The Question Every AI System Will Be Asked — And Most Can’t Answer
RISWIS doesn’t make your model smarter. It controls what your model is allowed to see. Continue reading on Medium »
Deepfakes are breaking how we think about evidence
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
Deepfakes are breaking how we think about evidence
Insurance claims adjusters and courts weren’t built for synthetic media. Here’s what that means for anyone building systems that accept… Continue reading on Med
How Does Imagination Really Work in the Brain? New Theory Upends What We Knew
SingularityHub 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago
How Does Imagination Really Work in the Brain? New Theory Upends What We Knew
Imagination may have more to do with the brain activity it silences than the activity it creates. The post How Does Imagination Really Work in the Brain? New Th
InfoQ AI/ML 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
NVIDIA Launches Ising Open Models for Quantum Computing
NVIDIA has announced a new family of open models called NVIDIA Ising, designed to address quantum processor calibration and quantum error correction. These are
Bombay Stock Exchange, Jan 2026
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
Bombay Stock Exchange, Jan 2026
In January 2026, the Bombay Stock Exchange had to issue an emergency public warning. Deepfake videos of their CEO were circulating online… Continue reading on M
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
Stop Prompt Injection in Production: A Multi-Layer Defense for Healthcare, Finance, and Government AI Systems
TL;DR Prompt injection is the #1 LLM security threat in 2026, with attack success rates above 90% against unprotected systems. Regex blocklists fail. LLM-based
TechCrunch AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
After dissing Anthropic for limiting Mythos, OpenAI restricts access to Cyber, too
OpenAI will begin rolling out it cybersecurity testing tool, GPT-5.5 Cyber only "to critical cyber defenders" at first.
OpenAI now lets you lock your ChatGPT account with a hardware key. Here is why it thinks you should.
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
OpenAI now lets you lock your ChatGPT account with a hardware key. Here is why it thinks you should.
OpenAI has released a security feature for ChatGPT accounts that treats them the way banks treat online banking: hardware keys, no passwords, no email recovery,
Why Humans Trust AI Too Much: The Psychology of Automation Bias
Medium · LLM 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
Why Humans Trust AI Too Much: The Psychology of Automation Bias
Why We Trust AI Too Much (Even When We Shouldn’t) Continue reading on Medium »
Steve Wozniak Just Dropped Some Engineering Truth Bombs the AI Hype Machine Needs to Hear
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
Steve Wozniak Just Dropped Some Engineering Truth Bombs the AI Hype Machine Needs to Hear
At DREAME NEXT in San Francisco, the future looked exactly how you’d expect. Continue reading on Medium »
OpenAI Rolls Out ‘Advanced’ Security Mode for At-Risk Accounts
Wired AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
OpenAI Rolls Out ‘Advanced’ Security Mode for At-Risk Accounts
OpenAI is rolling out Advanced Account Security for people concerned that their ChatGPT or Codex accounts could be potential targets of phishing attacks.
Stop Blaming the AI. You Left the Keys in the Door
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
Stop Blaming the AI. You Left the Keys in the Door
One API call wiped a startup’s production database and every backup. Here is the exact architecture that would have stopped it — in five… Continue reading on Me
When Your AI Becomes Your Worst Enemy
Dev.to · Fernando Rodriguez 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
When Your AI Becomes Your Worst Enemy
Yesterday my AI sent 44 emails. The problem is that the content was fabricated. I'm not kidding. I...
Why People Are Misrecognized in the Age of AI
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
Why People Are Misrecognized in the Age of AI
It’s not a visibility problem. It’s a recognition problem. Continue reading on Medium »
How to Evaluate AI Security Vendors Without Getting Fooled | GTK Cyber
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
How to Evaluate AI Security Vendors Without Getting Fooled | GTK Cyber
Every security vendor has an AI story now. Some of them are real. Many aren’t. Continue reading on GTK Cyber: AI in Cybersecurity »
AI Hallucinations: Why Your Mock Environments Might Be Lying to You
Dev.to · Erol Işıldak 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
AI Hallucinations: Why Your Mock Environments Might Be Lying to You
Have you ever asked an AI a question, received a perfectly confident answer, and only realized later...
China launches months-long campaign against AI misuse targeting deepfakes, fraud, and disinformation
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
China launches months-long campaign against AI misuse targeting deepfakes, fraud, and disinformation
The Cyberspace Administration’s annual ‘Qinglang’ campaign arrives in a materially different regulatory environment to last year’s edition, and in the same week
Italy’s antitrust authority closes probes into DeepSeek, Mistral, and Nova AI over AI hallucination disclosures
The Next Web AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
Italy’s antitrust authority closes probes into DeepSeek, Mistral, and Nova AI over AI hallucination disclosures
The AGCM accepted binding commitments from all three chatbot providers, establishing a concrete benchmark for what ‘adequate’ hallucination transparency must lo
Top 10 ChatGPT Security Risks in 2026
Medium · Cybersecurity 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
Top 10 ChatGPT Security Risks in 2026
Most AI risks won’t look like attacks. They’ll look like normal work happening without control. Continue reading on Medium »
Lawmakers And AI Makers Tussle Over Crafting New Laws Covering Intentionality And Recklessness On AI Existential Risks
Forbes Innovation 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
Lawmakers And AI Makers Tussle Over Crafting New Laws Covering Intentionality And Recklessness On AI Existential Risks
Lawmakers and AI makers are battling over the wording of new AI laws. The crux is responsibility and accountability. An AI Insider analysis and scoop.
Why Traditional Security Testing Misses 70% of AI Attack Surface
Dev.to · Hernan Huwyler 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
Why Traditional Security Testing Misses 70% of AI Attack Surface
A practical guide to AI-specific threat modeling, vulnerability assessment, and the...
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2w ago
🧠 AI Trust & The Hallucination Gap: Why Smart Systems Still Get Things Wrong
Let’s cut through the hype. AI today can: Write production-ready code Summarize complex research papers Act like a domain expert in seconds And yet… It can also
ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 2w ago
Risk Reporting for Developers' Internal AI Model Use
arXiv:2604.24966v1 Announce Type: cross Abstract: Frontier AI companies first deploy their most advanced models internally, for weeks or months of safety testin