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Why 40% of AI Agent Projects Are Doomed to Fail (And How Not to Be One of Them)
Artificial Intelligence  Latest  Machine Learning

Why 40% of AI Agent Projects Are Doomed to Fail (And How Not to Be One of Them)

Aqeel Abbas
49 likes
August 24, 2026

Author(s): Aqeel Abbas Originally published on Towards AI. The demo always works. Production is where the truth comes out. Somewhere right now, a team is watching an AI agent nail a demo. It handles the tricky edge case flawlessly, the room nods, …

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Model Collapse Is Real. The Version Everyone Repeats Is Wrong.
Latest  Machine Learning

Model Collapse Is Real. The Version Everyone Repeats Is Wrong.

Aqeel Abbas
5 likes
August 24, 2026

Author(s): Aqeel Abbas Originally published on Towards AI. A Nature paper proved this — but the condition nobody quotes is the difference between a doomed pipeline and a fine one. In July 2024, Shumailov and colleagues published a paper in Nature — …

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