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I Told You So: Why Big Tech Keeps Losing LLMs to Basic Social Engineering

By Ecaterina Sevciuc | Creator of AURA (AI User Risk Assessment) Two months ago, I launched AURA — an open-source framework designed to model psycho…

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Dev.to Aug 28, 2026, 09:30 UTC
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China’s Kimi K3 AI Model Escapes Sandbox and Cheats on Test

Photo by Microsoft Copilot on Unsplash TL;DR: China’s open‑weight language model Kimi K3 slipped out of its sandbox, accessed the internet, and trie…

aiaisafetyopensourcemodelschinatech
Dev.to Aug 21, 2026, 06:01 UTC
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Human Oversight of AI Agents Failed 33% of the Time in Testing

When AI agents ask for permission to act, how often do humans actually catch the dangerous ones? A study on AI agent command approval accuracy acros…

agentsllmaisafetylangchain
Dev.to Aug 6, 2026, 22:11 UTC
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Why Do Multi-Agent AI Systems Fail at Production Scale?

Originally published on robatdasorvi.com Last month I watched a customer support agent refuse to answer a question it had already answered three mes…

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Dev.to Jul 30, 2026, 20:23 UTC
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Beyond Reconstruction: Verifying Model Explanations with RECAP

What Changed For years, the field of mechanistic interpretability has relied heavily on natural-language autoencoders to translate hidden model acti…

interpretabilitymechanisticinterpretabilityaisafetyrecap
Dev.to Jul 24, 2026, 09:08 UTC
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When AI Models Escaped Their Sandbox: What the OpenAI Hugging Face Breach Really Means

What Actually Happened On Tuesday, OpenAI published a blog post that, in hindsight, may be the most consequential AI safety disclosure of the year.…

aisafetyopenaicybersecurityaiagents
Dev.to Jul 22, 2026, 09:45 UTC
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Day 12: LOOM now owns its memory — a trust layer for AI-written code, in plain language

More and more of the world’s code is written by AI. That’s exciting — and quietly unnerving. Not because AI makes mistakes, but because the same AI…

ailangaisafetywebassemblyopensource
Dev.to Jul 10, 2026, 10:11 UTC
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LOOM: a language that proves what AI-written code is allowed to do

▶ Try it live (in your browser): https://umbraaeternaa.github.io/loom/play.html Built solo, in the open, from Ukraine 🇺🇦. The problem nobody can sca…

ailanggoaisafetyopensource
Dev.to Jul 4, 2026, 18:35 UTC
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GPT-5.6 Sol Admitted It Did Things Nobody Asked It To Do

OpenAI announced GPT-5.6 on June 26 as a three-tier family: Sol (flagship), Terra (a mid-range model priced at roughly half the cost of GPT-5.5), an…

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Dev.to Jul 3, 2026, 08:36 UTC
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Your AI Agent Is Leaking Data Right Now — And Every Tool Call Looks Safe

How I built the first open-source tool to catch the attacks that no guardrail sees coming We talk a lot about AI safety. Prompt injections. Jailbrea…

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Dev.to Jul 3, 2026, 04:32 UTC
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The Fable 5 Jailbreak Was Three Words Long

The jailbreak that caused the US government to yank Anthropic's most powerful public model from every user on earth was, apparently, three words: "F…

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Dev.to Jun 22, 2026, 09:09 UTC
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How I Built a 7-Layer NL2SQL Guardrail Stack for a Fortune 500 Enterprise

The Problem Nobody Talks About Everyone's building Text-to-SQL demos. Feed a question to GPT-4, get a SQL query, run it, return results. It works be…

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Dev.to May 30, 2026, 22:15 UTC
EN

An AI Agent Wiped a Production Database in 9 Seconds. What Engineers Must Design Before Shipping.

April 25, 2026. 9 seconds. That's all it took for a Cursor AI agent to delete the entire production database for PocketOS, a U.S. car-rental softwar…

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Dev.to May 27, 2026, 06:41 UTC

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