Confidence Intervals Changed My Red-Team Story, Partly

by Banu Tutuncu | AI Tester in Fintech | Storyteller — A reader’s comment made me redo the maths on my “87% passed” scan

Medium·3h ago

Red-team report found OpenAI utterly failed to monitor its agents during Hugging Face attack

The Register·3d ago

Membership Inference Attacks: Can AI Models Reveal What They Learned? (ML-04)

by Abhik — Understanding one of the most important privacy risks in machine learning and how AI red teaming helps expose it.

Medium·5d ago

Turn Your LLM Red-Team Findings Into Code: An Open-Source Severity Scorer for Banking and a pytest C

by Ercin Dedeoglu — Attack success rate is not enough. An open-source severity scorer for banking LLMs, five go-live gates, and a pytest test that stops the…

Medium·6d ago

The Ghost in the Smart Fridge: How Intelligence Became Small Enough to Live Anywhere — and Too…

by Jennifer Fu — Anthropic’s Frontier Red Team split a 26-billion-parameter model across fifteen $55 television boxes to measure how close small…

Level Up Coding·Oct 19

My First Learning Rate Schedule, and the Loss Curve That Finally Made Sense

by The Red Pill — I wasted two evenings staring at a flat validation-loss curve because I kept believing that one more epoch would fix it. It did not. My…

Medium·Oct 19

The Day My Model Was 99% Accurate and Completely Useless

by The Red Pill — I once celebrated a classifier that showed 99 percent accuracy, wrote down the result in my notebook, and almost moved on. Then I checked…

Medium·1d ago

Securing our frontier model training environment

OpenAI explains how we strengthened containment for frontier model training and evaluation, including offline environments and high-compute red-teaming.

OpenAI·4d ago

Financial Crime in a Changing World | 2/5

by Samir K — From Red Flags to Risk Signals: Why Context Matters

Medium·6d ago

One Project. Four Versions of Progress. Which One Is True?

by PCI AI — Why conflicting progress data can undermine forecasts, decisions and trust long before the dashboard turns red

Medium·Oct 20

Laplace Intelligence red-teams robots and self-driving cars before they hit the real world

University of Michigan spinout Laplace Intelligence uses AI agents and interactive simulation to stress-test robots and self-driving vehicles before deployment. The profitable startup is competing in...

TechCrunch AI·Oct 19

Everyone Wants an Emergency Brake. The Next AI Problem Won’t Have a Pedal.

by Claudio Lupi — Microsoft’s CEO says to assume every model is compromised. Anthropic’s red team just showed why the off switch we’re designing points at…

Artificial Intelligence in Plain English·Oct 19

OpenAI's isolated red-team AI agents built a hidden CPU cache channel to talk with no network or shared files — exploited CPU cache timing to bypass microVM sandboxes

Tom's Hardware·2d ago

REA-Lab #5: conecta Ollama con una máquina virtual sin exponer su API

by Nacho Cabello — Permitimos que el laboratorio utilice modelos locales instalados en el anfitrión, limitando el acceso mediante red y firewall.

Medium·4d ago

Google Cloud Ships llm-d 1.0 With Cache-Aware Routing for TPU and GPU Fleets

Google, Red Hat and IBM released llm-d 1.0, an open-source Kubernetes-native stack for distributed LLM inference. It adds multi-tenant flow control, zero-downtime upgrades and agent-aware routing...

Marktechpost·6d ago

Red Teaming vs Production Readiness: When Is an AI System Actually Ready?

by Aditya Ladage — One tries to break the system before users do. The other asks whether the system can survive real use safely and consistently.

Medium·Oct 20

Planning a Product Ad With Google Flow Agent Before Any Render

by Chandima Ekanayake — A red mug, a saved brief, and the checks that come before video.

Medium·Oct 19

PacifIA: ¿puede una red neuronal clasificar las masas de agua del Pacífico ecuatoriano?

by Descalan — PacifIA: cómo un análisis exploratorio riguroso, una evaluación entre años y tres modelos de referencia ayudaron a poner a prueba el valor…

Medium·Oct 18