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By Kapilansh Patil - The Alchemyst AI Blog

Journaling how we make Alchemyst AI the best and most trusted context layer in the world.

The Road to AGI: Broken promises, Hallucinations, Memory, RAG and Context
January 20, 2026 (5mo ago)•10 min read

The Road to AGI: Broken promises, Hallucinations, Memory, RAG and Context

By now, almost everyone knows for a fact that AGI cannot be achieved through just scaling compute - there’s the fundamental function of context that’s missing. But we’ve been wrongly doing “context engineering” as two separate components - memory and RAG. Here’s why.

Kapilansh Patil
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