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Perspectives

From Bugs to Behaviors: The Shift in AI Quality

AI doesn’t just fail with bugs. It fails in silence, in bias, and in behavior. That’s why traditional QA won’t cut it anymore.

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AI in Software Testing: Actionable Advice for 2025

As software systems get increasingly complex every day, the challenges of effective testing also escalate. Software testing involves handling large datasets, complex workflows, and shorter release cycles. 

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Behind Every Smart Model Is Smarter Data: What We’ve Learned at Testlio

Smarter AI starts long before the model is trained. It begins with the quality of the data you feed it. Data that reflects real-world nuance, cultural context, and human behavior is what sets strong systems apart.

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The Silent Threat Shaping AI Behind the Scenes

Large language models are under threat from a tactic called LLM grooming, where bad actors flood public data sources with biased or misleading content to influence AI training behind the scenes.

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Resources

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The New Age of Automation: How AI & No-Code Testing Are Redefining Quality Engineering

Join Emeka Obianwu, VP of Alliances at Testlio, and Todd McNeal, Co-founder of Reflect, to see how engineering leaders can harness AI and no-code technologies to scale automation and deliver better products with confidence.

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Quality With Wings: Red Bull’s Approach

Discover how Red Bull strikes the perfect balance between efficiency and meticulous attention to detail, ensuring that every digital touchpoint delivers on its world-class brand promise—from mobile apps and streaming platforms to immersive online events.

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QE TechTalks: Test Automation Runtime Flexibility Without Sacrificing Speed

This expert-led conversation will arm attendees with technical insights into successfully implementing a multi-sourced runtime environment. One that allows teams to have their cake (flexibility) and eat it too (without negatively impacting speed).

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Case studies

Quality software testing partner increased P1 issues 25%

How Quizlet improved quality and removed delivery bottlenecks by switching to Testlio.

Create a full coverage, global sprint cycle

Rapidly scaling ‘startup-within-an-enterprise’ learns to sprint with Testlio.

Harness real-world testing to perfect mobile ordering

This leading QSR needed real testers to travel to restaurant locations to find real issues before customers.

See more case studies
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