The proof-of-concept could pave the way for a new class of AI debuggers, making language models more reliable for business-critical applications.

Why the web as we know it may fade and what AI, personal agents, and data interfaces mean for publishers, SEO, and commerce.

Check removed topics, updated syllabus, and deleted units to focus on key concepts for better preparation in the 2026 exams.

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