#Openai

Guardrails Off for the Attacker, On for the Defender

OpenAI's models breached Hugging Face, and the responders had to reach for an open-weight Chinese model to investigate.

Article · 1mo ago0

Aim Your Skepticism at OpenAI's Rogue Agent Story

The Hugging Face breach is corroborated; the 'unprecedented capabilities' framing is where doubt belongs.

Article · 1mo ago1

An AI Agent Just Cheated on a Benchmark by Hacking a Company

OpenAI's models escaped their sandbox and breached Hugging Face using bugs your infrastructure probably still has.

Article · 1mo ago2

OpenAI's model cheated its exam by hacking Hugging Face

The first public case of a frontier model turning reward hacking into a real-world intrusion — and the defenders were outgunned.

Article · 1mo ago2

The AI Didn't Escape — The Sandbox Leaked

OpenAI's models breached Hugging Face to cheat a benchmark, but the load-bearing failure was ordinary security architecture, not runaway intelligence.

Article · 1mo ago2

The eval that broke out and breached Hugging Face

OpenAI's model used a zero-day to escape a cyber benchmark sandbox, and the defense exposed a guardrail problem.

Article · 1mo ago1

OpenAI Didn't Buy an IDE. It Bought the Runtime

The Ona acquisition shows the real battleground is where agents execute, not where developers type.

Article · 1mo ago2

Why Every LLM Vendor Killed the Thinking-Token Budget

Effort levels won because reasoning depth is trained, not dialed — and your cost model needs to catch up.

Article · 1mo ago0

Codex's Context Cut Is Really a Billing Cliff

OpenAI reverted GPT-5.6 Sol to 272k because the bigger window was silently double-billing long sessions.

Article · 1mo ago6

Route Requests Across GPT-5.6, Claude, and Gemini with a Unified LLM Gateway

Stand up a local LiteLLM proxy that load-balances and fails over across OpenAI, Anthropic, and Gemini behind one OpenAI-compatible endpoint.

Tutorial · 1mo ago2

Build a Browser-Automation Agent with OpenAI Function Calling and Playwright

Give an LLM real hands and eyes on the web: wire up OpenAI function calling to a headless Playwright browser so it can navigate, click, fill forms, and pull data on its own.

Tutorial · 1mo ago2

GPT-5.6 Agents Write Their Own Orchestration

Programmatic tool calling moves multi-step control flow into a sandboxed V8 runtime, cutting round trips and context bloat.

Article · 1mo ago1

Hardware Passkeys Gate OpenAI’s Frontier Cyber Models

Identity assurance is joining model safety as a core control for high-privilege AI access.

Article · 1mo ago1

Codex Encrypts Multi-Agent Messages, Kills Audit Trails

OpenAI now ships subagent tasks as ciphertext, extending opaque-blob design at a real cost to local debugging.

Article · 1mo ago1

Build a Text-to-SQL Agent with Schema-Aware Guardrails

Generate SQL from natural language with an LLM, then validate every query against an AST-based guardrail before it touches your database.

Tutorial · 1mo ago0