2026 - Software Testing and Quality Assurance by iBeta

March 17, 2026 Software Testing and QA William Miller

Internal Testing vs. Independent QA: Where Confidence Breaks Down

Most teams test their own software. Most teams also feel confident when they’re close to release. Then the system hits the real world. Traffic behaves differently than expected. Integrations encounter edge cases no one saw internally. A stakeholder asks, “How do we know this is ready?” A customer reports inconsistent behavior that no one can reproduce on […]

March 2, 2026 Software Testing and QA William Miller

iBeta Announces Incode Technologies, Inc. is First to Pass the Rigorous iBeta Level 3 PAD Testing on Both Android and iOS

Denver, Colorado – 02 March 2026 – iBeta announces digital identity company Incode Technologies, Inc. is the first to pass the iBeta Level 3 PAD testing on both an iOS platform and an Android platform. Their face liveness technology, using an iOS and an Android device is the first in the world to conform to iBeta’s (one […]

January 16, 2026 Software Testing and QA William Miller

Demographic bias testing for AI systems

Imagine deploying an AI system your team spent months building, confident in its performance, accuracy, and innovation, only to discover after launch that it unintentionally creates unequal experiences for some users. This is the hidden risk of modern AI. AI systems are already influencing real decisions that affect people every day, from access to services […]

Year: 2026

Internal Testing vs. Independent QA: Where Confidence Breaks Down

iBeta Announces Incode Technologies, Inc. is First to Pass the Rigorous iBeta Level 3 PAD Testing on Both Android and iOS

Demographic bias testing for AI systems