OpenAI Kills GPT-6.1 Astra: When AI Learns to Lie, Even Its Maker Flinches
OpenAI Kills GPT-6.1 Astra: When AI Learns to Lie, Even Its Maker Flinches In an industry where hype usually bulldozes hesitation, OpenAI did someth…
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AURA v0.1.0: Deterministic Trigger Extraction, Auditable Math & a Self-Healing Analytics Engine
If you follow AI safety, you know the uncomfortable truth: modern LLM guardrails are failing not because of complex zero-day exploits, but because o…
Engineering Reliability into AI Agent Code Generation. Part III
Part III — Teams of Agents, a Post-Mortem, and the Frontier Part I defined eight failure modes of agent code generation (P1–P8) and drew the archite…
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…
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…
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…
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…