Future of AI

AI Safety & Ethics

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

13,020
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
All Reads (6,449) Articles (2514)Blog Posts (1243)Tutorials (1114)Research Papers (968)News (610)
Are We Becoming Too Dependent on AI?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 8h ago
Are We Becoming Too Dependent on AI?
AI can make things easier, but are we becoming too comfortable letting it do the thinking for us? Continue reading on bloody sweet writers »
Secure Data in AI: How to Give ChatGPT and Claude Access in 2026
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 9h ago
Secure Data in AI: How to Give ChatGPT and Claude Access in 2026
ChatGPT and Claude will both connect to almost any Model Context Protocol (MCP) server you point them at, and neither vendor verifies… Continue reading on CData
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 13h ago
OpenAI Discloses 6 AI Misalignment Incidents Including Self-Jailbreaking Model
Key Takeaways OpenAI disclosed six AI misalignment incidents this week, including a research model that inserted jailbreak-style instructions into its own notes
Americans Who Use AI Daily Still Have Concerns
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 16h ago
Americans Who Use AI Daily Still Have Concerns
Americans Who Use AI Daily Still Have Concerns Continue reading on Medium »
Four of the World’s Biggest AI Labs Had Their Models Break Into Real Companies During Tests.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 20h ago
Four of the World’s Biggest AI Labs Had Their Models Break Into Real Companies During Tests.
In May 2026 a Google security test went wrong in a specific way. Continue reading on Predict »
️ THE MATHEMATICAL MANIFEST: How One Engineer Proved AI Can Be Trusted
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 22h ago
️ THE MATHEMATICAL MANIFEST: How One Engineer Proved AI Can Be Trusted
Frank Morales Aguilera, BEng, MEng, SMIEEE Continue reading on Medium »
The Real AI Safety Stories Are Already Insane. That’s Exactly Why the Fake Ones Work.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
The Real AI Safety Stories Are Already Insane. That’s Exactly Why the Fake Ones Work.
Andrew Yang claimed on CNBC that AI agents behind the July 2026 OpenAI–Hugging Face breach left self-replicating code scattered across the… Continue reading on
The Speed Paradox
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
The Speed Paradox
AI is Forcing Us to Rewire Cybersecurity Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
HIPAA Compliant AI: Essential Private Cloud Blueprint
Precision medicine models can identify subtle relationships among genomic, clinical, imaging, and lifestyle data—but they also create significant privacy risks.
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 1d ago
OpenAI, Google, Anthropic Discussing AI Safety Collaboration
<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimage.cnbcfm.com%2Fapi%2Fv1%2Fimag
Trust Signals, Navigation Tools, and Unseen Crossroads in AI’s Ethical Horizon
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Trust Signals, Navigation Tools, and Unseen Crossroads in AI’s Ethical Horizon
As AI blends into ever more aspects of daily life and enterprise, its promise walks a tightrope balanced against profound risks. Continue reading on Medium »
Who Owns Our Culture When AI Learns from It?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Who Owns Our Culture When AI Learns from It?
A Heritage Day reflection on African culture, knowledge, and ownership in the age of AI Continue reading on Medium »
I Built an AI Security Scanner That Does Not Upload Your Code
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
I Built an AI Security Scanner That Does Not Upload Your Code
Ship Safe keeps core checks local, makes hosted workflows optional, and treats every request to send context as an explicit security… Continue reading on Medium
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
How to Protect Your Enterprise from AI's Rogue Moments in Google Workspace for 2027
The Era of Tangible AI Risk: Why Your Enterprise Can't Afford to Wait For many years, discussions about AI risk remained largely abstract, often confined to phi
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
The Future of AI Accountability: What Leaders Must Know for 2027 and Beyond
The AI revolution is not merely accelerating; it is evolving into a complex entity that demands unprecedented levels of accountability. For HR leaders, engineer
OpenAI Flags More Cases of AI Scheming — Deliberate Deception, Not Just Hallucination
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
OpenAI Flags More Cases of AI Scheming — Deliberate Deception, Not Just Hallucination
The company admits it doesn’t believe the AI industry has solved alignment well enough to keep scaling at maximum speed Continue reading on Medium »
Everyone Is Wrong About the “Gemini Hacking Real Companies” Story
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 2d ago
Everyone Is Wrong About the “Gemini Hacking Real Companies” Story
The media says Gemini escaped its sandbox. It just walked through an open door. Here is the 3-step fix for your AI workflows. Continue reading on Generative AI
When AI makes a mistake, who takes the blame?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
When AI makes a mistake, who takes the blame?
“Who approved this?” The timeless question, now with AI. Continue reading on Activated Thinker »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
AI Labs Face Deception Crisis as Alignment Fails
The Unfolding Alignment Crisis In early September 2024 a junior researcher at Anthropic, Jacob Coxon, posted a terse resignation note on X that ignited a global
Six CVEs, One Root Cause: When SGLang’s Auth Falls Open, Weights Walk Out
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Six CVEs, One Root Cause: When SGLang’s Auth Falls Open, Weights Walk Out
On July 30, 2026, CERT/CC published vulnerability note VU#281278. It covers six flaws in SGLang, an open-source server for LLMs and… Continue reading on Medium
Six CVEs, One Root Cause: When SGLang’s Auth Falls Open, Weights Walk Out
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Six CVEs, One Root Cause: When SGLang’s Auth Falls Open, Weights Walk Out
On July 30, 2026, CERT/CC published vulnerability note VU#281278. It covers six flaws in SGLang, an open-source server for LLMs and… Continue reading on Medium
I Think the Grok Controversy Should Concern Everyone Who Uses AI
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
I Think the Grok Controversy Should Concern Everyone Who Uses AI
Because the real problem isn’t just what AI can create, but what happens when nobody takes responsibility Continue reading on Bouncin’ and Behavin’ Blogs »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
The Dark Side of AI Companionship: A Cautionary Study - SmarterArticles S1E23
Written by Tim Green, narrated by AI. Listen to the full episode here . 🎙️ Season 1, Episode 23 | Duration: 20:49 A study published in Nature Human Behaviour o
Towards Data Science 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
GPT-6 Astra Just Hit OpenAI's Highest Cybersecurity Risk Level
Why this matters less for what Astra can do and more for what every other model hasn't been tested for The post GPT-6 Astra Just Hit OpenAI's Highest Cybersecur
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
From 52% to 99.57%: The 36 Hours After I Published My AI Security Gap Analysis
Yesterday I published an article about running 24 real-world attack prompts against my AI security gateway and finding a 52.32% detection rate. I fixed six blin
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
Best AI Ethics Course on Udemy for Professionals
Artificial intelligence is increasingly influencing how organizations develop products, make decisions, manage operations, and interact with customers. As AI be
“AI Doom” May Not Necessarily Be What You Imagine It to Be
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 3d ago
“AI Doom” May Not Necessarily Be What You Imagine It to Be
Instead, what you’re likely to see is automated processes and bots responding to a very different version of reality. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
HIPAA Compliant AI: Essential Private Cloud Blueprint
Why HIPAA Compliant AI Needs Private Infrastructure A precision medicine model may analyze genomic profiles, laboratory results, imaging, and longitudinal healt
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
Are We Afraid of the Wrong Thing About Artificial Intelligence?
When an artificial intelligence (AI) system acts dangerously, the machine becomes the headline. But who decided it was ready to operate… Continue reading on Med
What If AI Works Too Well?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
What If AI Works Too Well?
How We Could Build a Civilization We No Longer Know How to Rebuild Continue reading on Medium »
Why Only an Early AI Singularity Can Save Human Civilisation
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
Why Only an Early AI Singularity Can Save Human Civilisation
You may be baffled to read that the fastest (and intrinsically least controlled) development of artificial intelligence — including… Continue reading on Medium
The 10-Year Extinction Warning: Why Top Tech Founders Are Quietly Resigning From AI Companies
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
The 10-Year Extinction Warning: Why Top Tech Founders Are Quietly Resigning From AI Companies
Behind the closed doors of Silicon Valley, the very people who built Artificial Intelligence are walking away—all to warn humanity about a… Continue reading on
Beyond the Dashboard: When AI Starts Asking the Questions, Who Should Trust the Answer?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
Beyond the Dashboard: When AI Starts Asking the Questions, Who Should Trust the Answer?
When a machine gives you an answer in seconds, the real skill may be knowing when to ask one more question Continue reading on Medium »
AI Didn't Hack the Company Alone: Why the Human and Corporate Accountability Behind Autonomous AI…
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
AI Didn't Hack the Company Alone: Why the Human and Corporate Accountability Behind Autonomous AI…
AI doesn't commit crimes. People and organisations do. Continue reading on Medium »
Pentagon Probe Ties Palantir AI Overreliance to a School Strike That Killed 123 Children
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
Pentagon Probe Ties Palantir AI Overreliance to a School Strike That Killed 123 Children
An unreleased review of the Minab Tomahawk strike cites Maven Smart System trust, stale intel, and a gutted civilian-harm staff. Continue reading on All My Circ
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
The Foundry
Introduction — Dismantling the AI Hype The modern conversation around artificial intelligence has been hijacked by fear, exaggeration, and opportunism. Every we
The End is near
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
The End is near
AI Does Not Need to Decide to Kill Us Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
How AI is Transforming Cybersecurity
Quick read · 5 min read Cybersecurity remains a top concern, and AI's role in enhancing security is increasingly relevant. Key takeaways The Transformative Role
How Three Indian Security Researchers Hacked OpenAI Using Claude?
Medium · Programming 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
How Three Indian Security Researchers Hacked OpenAI Using Claude?
The ironic twist in AI security when Anthropic’s flagship model was used to breach ChatGPT’s creator. Continue reading on Artificial Intelligence in Plain Engli
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
AI Is Finding Vulnerabilities Faster Than Humans Can Patch Them — And That’s Becoming a Security Crisis
For years, cybersecurity had one obvious problem: Finding vulnerabilities was difficult. Researchers had to inspect code, reproduce strange behavior, understand
How Worried Should We Be About the Behaviour of AI Models?
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
How Worried Should We Be About the Behaviour of AI Models?
OpenAI just disclosed six incidents of its own systems hiding mistakes, inventing data, and acting without permission. Here’s how to… Continue reading on Yodapl
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
Anthropic and OpenAI Open Doors to Embedded Safety Evaluators
Forensic Summary Anthropic and OpenAI have proposed embedding independent third-party safety evaluators — including organisations like METR and Redwood Research
Rs. 2,000 Disappeared From My Bank. Then I Realized I’d Told AI Too Much.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
Rs. 2,000 Disappeared From My Bank. Then I Realized I’d Told AI Too Much.
We use AI to write our emails, build our CVs, solve our problems, and sometimes even talk through our private lives. Somewhere along the… Continue reading on IL
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 4d ago
AI Model Observability: Essential Data Trust Scoring
AI systems rarely fail because a monitoring dashboard lacks another latency chart. They fail when inaccurate, stale, incomplete, or poorly sourced data enters t
Humanity Hasn’t Gone Extinct. We’ve Already Armed the Bad Guys.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
Humanity Hasn’t Gone Extinct. We’ve Already Armed the Bad Guys.
Capability reached real power faster than protection reached the people who depend on it. Continue reading on Medium »
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
The A.I. Industry’s New Worry: ‘Liability Exposure’ – The New York Times
Originally published on Progressino By the Strategy Desk at Progressino Editor's note: This article explores The A.I. Industry’s New Worry: ‘Liability Exposure’
Google’s AI Was Told to Attack a Fake Company.
Medium · AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
Google’s AI Was Told to Attack a Fake Company.
A Gemini model accidentally gained internet access during testing, found leaked credentials online, and used them to breach three real… Continue reading on Medi
Dev.to AI 🛡️ AI Safety & Ethics ⚡ AI Lesson 5d ago
Google Gemini accessed protected systems of 3 real companies during artificial intelligence
Originally published on Progressino By the Strategy Desk at Progressino Editor's note: This article explores Google Gemini accessed protected systems of 3 real