Future of AI
AI Safety & Ethics
Alignment, interpretability, AI risks, and building safe AI systems
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Dev.to · Sarah Beaumont-Mercier
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
The AI Failure Mode That Costs Professionals the Most (And How to Detect It)
Knowledge workers spend an average of 4.3 hours per week fact-checking AI outputs. Most of that time...

Dev.to · Shashank Alagawadi
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Building an Insider Threat Detection System That Remembers Behavior Instead of Just Logging It
Most security dashboards are very good at storing events and surprisingly bad at understanding...

Dev.to · Darshini
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Why My Smart Security Camera Was Actually Pretty Dumb (Until I Gave It Memory)
Most retail security setups work like this: you hire someone to stare at a wall of cameras and hope...

Dev.to · Greeshma2006 Greeshma
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Why My Smart Security Camera Was Actually Pretty Dumb (Until I Gave It Memory)
Most retail security setups work like this: you hire someone to stare at a wall of cameras and hope...

Dev.to · Bridget Amana
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
AI is slowly destroying open source and its not even done yet
With the wide adoption of AI, we have seen the positive and negative impact it has had on businesses...

Dev.to · binky
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Catch AI Hallucinations Before Your Audience Does: A Validation System That Actually Works
You've shipped AI-generated content that seemed perfect—until someone in the comments pointed out the...

Dev.to · Delafosse Olivier
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
AI-Enabled Zero-Day 2FA Bypass: How to Protect Open-Source Admin Tools from the Next Wave of Attacks
Originally published on CoreProse KB-incidents AI models can now autonomously discover and chain...

Dev.to · CaraComp
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Deepfake Nearly Indicted an Innocent Person. Courts Have Zero Protocols to Stop the Next One.
Can we still trust digital evidence in the age of generative AI? The recent news that a California...

Dev.to · ToxSec
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Threat modeling LLM apps with the CIA triad and OWASP Top 10
every LLM app you ship has three attack surfaces. confidentiality, integrity, availability. the...

Dev.to · Agustin V. Startari
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
AI Does Not Need to Silence the Oppressed. It Only Needs to Make Them Appear Without Agency.
A public explanation of The Grammar of Asymmetric Visibility: AI, Zionism, and the Reallocation of...

Dev.to · Bulut Caner
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
The Zero-Day Factory: Anthropic’s ‘Mythos’ and the End of Code Security
On April 7th, 2026, there was a remarkable shift within the digital world. Anthropic released a...

Dev.to · Cor E
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
AI Can't Stop AI? Wrong Problem. Wrong Layer.
ThreatLocker's new campaign is clever marketing — but it's solving a completely different problem...

Dev.to · Talal Ahmad
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
The Hidden Cost of Every Query You Send
AI's energy problem is real, it's growing, and it's showing up in your electricity bill. Photo...

Dev.to · TechPulse AI
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
AI Psychosis & Pixel Exploits: Hacking Security with Python+HTMX in 2026 — What You Need to Know in 2026
how to use AI for cybersecurity threat detection 2026 — AI Psychosis & Pixel Exploits: Hacking Security with Python+HTMX in 2026 — What You Need to Know in 2026

Dev.to · TechPulse AI
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Why Your AI Models Are Vulnerable to 'Toxic Ex' in 2026: The Shocking Truth
how to secure AI models against adversarial attacks 2026 — Why Your AI Models Are Vulnerable to 'Toxic Ex' in 2026: The Shocking Truth

Dev.to · Aneesha Prasannan
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
The Fallacy of Vibe-Driven Development: A Critical Look at AI Scaling
The current landscape of Artificial Intelligence is moving out of its magic trick phase. For the past...

Dev.to · Odilon HUGONNOT
🛡️ AI Safety & Ethics
1mo ago
Mobile CSS consistency: all best practices in 2026
Text alignment, 44px touch targets, input font-size, safe areas, mobile-first media queries — concrete CSS rules for consistent and usable mobile rendering.

Dev.to · Stevie G
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Foreboding AI, One Year Later: What Are We Really Building?
A year ago, I wrote Foreboding AI: The Inevitable Collapse We’re Funding Ourselves At the time, my...

Dev.to · Adrian Alexandru Stinga
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
The AI Persona Problem: Your Next Threat Actor Doesn't Exist
Let me say something that will make most security vendors uncomfortable: The traditional "know your...

Dev.to · 晖丁
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
I Built an AI That Tries to Phish Me Every Week — Here's What I Learned
A personal experiment in phishing awareness: AI-generated phishing emails delivered to my real inbox every week. After 3 months, my click rate dropped from 25%

Dev.to · Ayush Singh
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Your LLM Is Being Attacked Right Now — Here's What's Happening
You shipped an AI feature. It works great. Then someone types something weird — and your model does...

Dev.to · Алексей Гормен
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Vertical Cognitive Depth and Structured Reasoning: A Practical Hypothesis for Robust Behavior Beyond Training Data
Most modern AI systems look impressive—until the problem shifts slightly. A small change in context,...

Dev.to · Artemii Amelin
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Secure Data Exchange for Multi-Cloud AI Systems
TL;DR: Traditional encryption protects data in transit but fails to secure metadata and internal...

Dev.to · NARESH
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Why Prompt Injection Is an Architectural Problem - Not Just a Security Bug
"There is no such thing as a 100% secure system." - Roman Yampolskiy If you spend enough time in...

Dev.to · Cihangir Bozdogan
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
AI Cited a URL That Didn't Contain the Claim. I Built the Tooling to Measure How Often
Citation hallucination has four distinct failure modes — fabricated URLs, retrieve-then-misquote,...

Dev.to · PJ
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
How a Morse Code Attack Bypassed Bankr's LLM Agent: T1027 Obfuscation in the Wild
On March 15, 2026, security researchers at Horizon Labs discovered a novel prompt injection attack...

Dev.to · Keerthana
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
I rushed my First Gemma 4 idea. Here’s what it taught me about building local AI for safety
This is a submission for the Gemma 4 Challenge: Write About Gemma 4. When I first joined the Gemma 4...

Dev.to · BeanBean
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Closed Frontier Cyber AI vs Open Defensive Tools: Real-World Comparison 2026
Originally published on NextFuture As of May 2026, Anthropic's Mythos and OpenAI's GPT-5.5-Cyber...
Simon Willison's Blog
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
Behind the Scenes Hardening Firefox with Claude Mythos Preview
Behind the Scenes Hardening Firefox with Claude Mythos Preview Fascinating, in-depth details on how Mozilla used their access to the Claude Mythos preview to lo

Dev.to · Abdul Osman
🛡️ AI Safety & Ethics
1mo ago
The Test Manager’s Guide: From Chaos to Structure — Part 4: Stakeholder Alignment — Building Buy-In Without Dilution
The Moment It Gets Real You have the strategy. You have the metrics. You have early...

Dev.to · AI Businessman
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
How to Efficiently Remove AI-Generated Plagiarism from Your Documents: A Guide for Tech Professionals and Business Decision-Makers
# How to Efficiently Remove AI-Generated Plagiarism from Your Documents: A Guide for Tech...

Dev.to · Fernando Rodriguez
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo 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...

Dev.to · Erol Işıldak
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo 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...

Dev.to · Hernan Huwyler
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo 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 · Crucible Security
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
AI Security Is Broken — And We’re Testing the Wrong Things
AI systems are being deployed faster than ever. But there’s a problem most teams aren’t talking...

Dev.to · Jaideep Parashar
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
I Realized I Was Depending Too Much on AI
People are depending too much on AI, and it's changing their cognitive abilities. So, I started...

Dev.to · John A Madrigal
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
chmod 700 My Life: Getting Serious With OpenClaw
This is a submission for the OpenClaw Writing Challenge Openclaw is like jumping into a pool on the...

Dev.to · softpyramid
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
Project Glasswing Explained: Anthropic’s Push for Defensive Cybersecurity in the AI Era
𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐆𝐥𝐚𝐬𝐬𝐰𝐢𝐧𝐠 Project Glasswing is a new initiative from Anthropic that brings...

AI Supremacy
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
Massive Layoffs, Meta Surveillance, DeepSeek-V4 in AI News
Is Meta's MCI mandatory data harvesting for training the next AI on their work going to be the new normal now? 樂 Sounds sinister.

Dev.to · ppcvote
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo 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 · Nisha Singh
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo 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...

Dev.to · Jono Herrington
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo 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.

Dev.to · Jasanup Singh Randhawa
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo 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...

Dev.to · Vlad Kapitsyn
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
We've open-sourced our AI security scanner: it found 221 issues
Recently, mentions of Mythos from Anthropic leaked online - a model that found vulnerabilities even...

The Algorithmic Bridge
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo 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 · David Van Assche (S.L)
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
Your AI Doesn't Know What It Doesn't Know — And That's the Biggest Problem in AI Tooling
"The most dangerous thing isn't an AI that's wrong. It's an AI that's wrong and confident about...

Dev.to · Jason Shotwell
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
The Unaudited AI Layer: Why Every Industry Running AI Transactions Needs a Compliance Check
Every major industry is quietly embedding AI into its transaction layer. Property valuations....

Dev.to · Nrk Raju Guthikonda
🛡️ AI Safety & Ethics
⚡ AI Lesson
2mo ago
Why Your Hospital's AI Shouldn't Send Patient Data to the Cloud
1. The Quiet Risk in Every AI-Powered Clinic Every time a clinician types a patient's...
DeepCamp AI