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The Air-Gapped Chronicles: The Stochastic Tax — Why Your Agent Is a Financial Liability
The Air-Gapped Chronicles: The Stochastic Tax — Why Your Agent Is a Financial Liability Most companies are bleeding 40% of their AI budget on infinite loops, re-summarization, and hallucinated tool c...
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Beyond RAG: Building Memory Injections for Your AI Assistants
How we replaced reactive retrieval with proactive memory injection — and why the difference matters. Key Insights Memory injection ≠ RAG. Instead of the model searching for context mid-conversation, ...
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LoRA, QLoRA, DoRA — Which Fine-Tuning Method Should You Actually Use?
LoRA is the default. QLoRA is the memory hack. DoRA is the upgrade. I broke down all three from the original papers — so you don’t have to. Continue reading on Towards AI
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