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If I were in my 30s or 40s right now and wanted to leverage AI to retire within 10 years, here's what I'd do:
1. Immediately form an LLC company. Not next month. Not once you're 'ready.' This week.
If I were in my 30s or 40s right now and wanted to leverage AI to retire within 10 years, here's what I'd do:
1. Immediately form an LLC company. Not next month. Not once you're 'ready.' This week.
BREAKING: the "AI will replace all ad creators" era just ended.
Icon, the company that LAUNCHED the AI Admaker category, backed by Peter Thiel, just relaunched as "The Human Admaker."
โ the AI ads stopped converting
โ viewers clock "this is AI" in 2 seconds
โ the fix wasn't more AI, it was real humans for the hook
โ AI now runs the workflow, humans run the ad
the most AI-forward company in ads just called the top. that's the signal.
MOST RAG SYSTEMS HAVE THE SAME PROBLEM: THEY SEARCH TOO MUCH.
We tested exact search vs IVF on 100,000 documents.
Exact top-10: 8.858 ms
IVF: 0.725 ms
12.2ร faster.
The system only scored 6.71% of the corpus while keeping 88.3% recall@10.
The key:
โ 64 clusters
โ Probe 4
โ Re-score candidates exactly
But the real lesson came from testing the knobs.
Best configuration: 1.000 recall
Worst: 0.429
ANN search isn't โset it and forget it.โ Measure it.
Save this before tuning your next RAG pipeline.
#RAG #VectorSearch #MachineLearning #InformationRetrieval #AIEngineering
https://t.co/fTB8m7wipe
CANCELLED NETFLIX. CANCELLED AMAZON PRIME.
CANCELLED HULU. No more $19.99 each month.
ChatGPT transformed my laptop into a free streaming center. Here are 7 prompts to create this system: