The story of how Director Opus 5.5 gave the same homework to 3 AI workers, and while they all got perfect scores, their masks slipped due to 'specification contradictions ...

Pinching Siege' known as the Shadow Clone Director SystemNormally, I use Opus 5.5 as the main engine for Claude Code. Its brain is undeniably top-tier. However, the rate at which it burns through ...
Security Boulevard

What continuous offensive security testing is and how to implement it

IntroductionContinuous offensive security testing (COST) is a model for running adversary-style tests whenever something material changes, such as a release, a new internet-facing asset, or a change ...

How to use Hindsight: An open-source memory tool that lets AI 'learn' rather than just 'remember', the two things you need, and the first three operations to get it run…

I will start with the conclusion.Hindsight is not a tool for 'making AI remember conversations,' but a tool for 'making AI ...
letsdatascience

NeuPerm Sanitizes Neural Models Through Unit Reordering

NeuPerm provides a zero-retraining model sanitization method that reorders permutation-equivalent neural network units to ...