The Affective Blind Spot: How Support Systems Fail When Incentives Eclipse Care
When a support system breaks, its real incentives show. A field report on affective blindness, governance, and why bots escalate hostility but never h…
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Governance-first AI gateway for teams that aren't ready for enterprise tooling
If you work in a regulated organisation, you have probably seen this play out: leadership wants AI in production, security wants an audit trail, and t…
Cursor Developer Habits Report 2026: Why AI Coding Needs Governance Infrastructure
Cursor's Developer Habits Report is one of the clearest signals yet that AI coding has crossed from individual productivity into software-delivery inf…
Microsoft's Agentic Transformation Playbook Shows Why AI Agent Governance Is Now Infrastructure
Microsoft's Agentic Transformation Patterns Playbook is a useful signal because it does not treat AI agents as another productivity tool. It frames ag…
Tokenmaxxing Is a Symptom. Here's the Disease Every Enterprise Is Ignoring.
NVIDIA's vice president of applied deep learning, Bryan Catanzaro, said something in an Axios interview in April 2026 that should have stopped every e…
Part 2: Enterprise Decision Intelligence Architecture: AI Governance, Threshold Policy Engines, and Operational AI Systems
Part 1 showed how to evaluate binary classification thresholds in Python. This part asks the harder enterprise question: What happens when that thresh…
The CTO’s Blueprint for Governing Multi-Agent AI Systems in the Enterprise
Multi-agent AI systems are no longer a research curiosity. Omnithium , the AI agent platform for enterprises, helps teams deploy production AI systems…
We built a 4-model Council to certify AI agents — every decision is in git
TL;DR — AI agents now do real work, but there is no shared way to say what an agent is, what it is good at, and how that claim was checked . So we bui…
From Repo Scanner to Audit Architecture: What Changed in STEM BIO-AI Through v1.7.8
Three technical changes that made the scanner less Python-shaped, the warning model more stable, and the reports more inspectable. The last time I wro…
From Score to Workflow: Turning STEM BIO-AI Into a Local Audit System
Earlier in this series, I wrote about why bio/medical AI repositories need more than benchmarks, what I learned after auditing 10 public repositories,…
The US Government Just Made AI Agent Governance a National Priority
On Monday, NIST's Center for AI Standards and Innovation launched the AI Agent Standards Initiative — a coordinated federal effort to develop security…