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Jan 1st, 2296

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E. Anderton, A. Duyko

Example Blog Article

Jun 11th, 2026

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G. Engberson, H. Schumann

Red Agent Swarms for Testing Customer-Facing AI Agents

A technical deep dive into the directional ablation of refusal in LLMs, the Heretic pipeline, and how we scaled an abliterated model into an adversarial red-agent swarm on Modal to find vulnerabilities in customer-facing agents.

On Heretic and the Fragile Morality of LLMs

Abliteration tools like Heretic don't make safe models dangerous — they expose how brittle the refusal layer really is, and why machine morality is a last-minute reward hack rather than integrated principle.

Suma Shruthika Maheshkumar

Deploying a Databricks Workspace with PSC on GCP

A step-by-step guide to deploying a Databricks workspace with Private Service Connect (PSC) on GCP and common pitfalls to avoid.

Databricks Foreign Catalogs

A deep dive into Databricks Foreign Catalogs for Glue Iceberg table access

Rearc-Cast: AI-Powered Content Intelligence System

Learn how we built Rearc-Cast, an automated system that creates podcasts, generates social summaries, and recommends relevant content.

Talent Pipeline Analysis Project

Overview of the Talent Pipeline Analysis Rippling app

Bias Detection Program

An AI-powered bias detection program, which takes inputted PDFs and extracts the different forms of bias found (narrative, sentiment, slant, coverage depth, etc.).