Urgent.News

What's breaking now, across thousands of outlets.

Tech

Login events are not authorization evidence

When regulators ask you to "prove it," IdP logs only get you partway. They show that someone authenticated. They do not show why that person was allowed to export an invoice, approve a payout, or read another tenant's data. That proof maps to a runtime architecture: PEP — enforce the decision in the app/API/gateway PDP — evaluate policy close to the app (hybrid/local beats remote-only on the hot…

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

Read the original at dev.to →

More in Tech

Who Made This Decision?

We built a product that, at the old pace, would have taken a year before there was anything to show. We had it in two months. It worked, it looked good, and every feature that was asked for showed up.

Duplicating a PDB into Another CDB

In Oracle Database 12c , it is possible to use the DUPLICATE command at the PDB level. However, there is a limitation: a new CDB must also be created as part of the duplication process.

Your First Model Should Be Embarrassing

TL;DR: Before anything clever, fit a model that guesses the majority class and a plain logistic regression. Together they take seconds, and they're the only way to tell what the expensive model…

  • Simple baseline models ignore features, set comparison standard
  • Dummy classifier achieves up to 95.3% accuracy on hypothyroid dataset
  • Logistic regression reaches 96.2% accuracy, gradient-boosted trees offer marginal gains

More from Wednesday 30 September →