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How to Retrieve Anything. Fast.

 Towards AI

A Production Architecture for Financial Document Search at Scale Assumptions going in: You know what RAG is. You know its failure modes — context window pollution, semantic gap, retrieval drift, stal...

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I Thought LoRA Was Just Cheap Fine-Tuning. This Paper Proved Me Wrong

 Towards AI

Scaling out: an infrastructure built on populations of diverse, coexisting adapters unlocks collective intelligence without retraining the foundation. For about eight months, I had LoRA completely fig...

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Anthropic Refused to Let the Pentagon Spy on Americans. It Got Blacklisted.

 Towards AI

For anyone who wonders whether AI safety promises mean anything: what one company refused to sign, what its rival signed instead, and the fine print that may quietly undo all of it. Made by Author. O...

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