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Apex Analytica

Apex Analytica

The Illusion of Linearity: Why Our Models Fail in a Non-Linear World

Feb 18, 2026

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4 min read

The Illusion of Linearity: Why Our Models Fail in a Non-Linear World

Junaid Ghauri
Junaid Ghauri
Microsoft’s AI Doctor Hits 85% Accuracy. Should We Be Excited—or Alarmed?

Jul 22, 2025

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4 min read

Microsoft’s AI Doctor Hits 85% Accuracy. Should We Be Excited—or Alarmed?

Junaid Ghauri
Junaid Ghauri
Synthetic Data and Ω-Robustness: Shaping Reliable AI Through Tail Risk Modeling

Apr 29, 2025

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6 min read

Synthetic Data and Ω-Robustness: Shaping Reliable AI Through Tail Risk Modeling

Junaid Ghauri
Junaid Ghauri
Beyond Accuracy: Designing Interpretable and Resilient AI Systems

Apr 22, 2025

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6 min read

Beyond Accuracy: Designing Interpretable and Resilient AI Systems

Junaid Ghauri
Junaid Ghauri

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