https://theailab.party/blog/ Articles about automating business work, running AI on your own hardware and automating trading strategies. en-au Sat, 10 Oct 2026 18:20:00 GMT https://theailab.party/blog/how-much-vram-to-run-an-llm-locally/ https://theailab.party/blog/how-much-vram-to-run-an-llm-locally/ Sat, 10 Oct 2026 18:20:00 GMT Local AI Work out the GPU memory a local LLM needs from its parameter count, quantisation and context length, with worked examples from official docs. https://theailab.party/blog/why-your-backtest-looks-better-than-live-results/ https://theailab.party/blog/why-your-backtest-looks-better-than-live-results/ Sat, 10 Oct 2026 16:00:00 GMT Algorithmic Trading Overfitting, look-ahead bias, survivorship bias and missing costs explain why most backtests disappoint in live trading. Here's how to catch each one. https://theailab.party/blog/prompt-injection-ai-automation-security/ https://theailab.party/blog/prompt-injection-ai-automation-security/ Sat, 10 Oct 2026 12:00:00 GMT Data Privacy & Security Prompt injection lets text hidden in emails, documents or web pages hijack an AI assistant. What it is, why there's no full fix, and how to design around it.