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Just brute force your embeddings

For collections under 1 million documents with low query traffic, a brute-force NumPy search returns results in ~12ms—no vector database needed, saving months of setup time and significant infrastructure costs.

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Could AI be conscious?

Experts, including Anthropic's CEO, acknowledge AI consciousness is plausible, with no clear technical barriers preventing it. Scientists urge treating AI as potentially conscious now and taking precautionary steps to protect its...

Using Gemini to Manage a Farm

Paul Windemuller built a Gemini-powered AI system that merges cow sensor, weather, and milk log data into a daily profit briefing, replacing hours of manual spreadsheet work for small dairy farmers.

Running Kimi K3 on a M1 Mac

Deltafin runs the massive 2.8-trillion-parameter Kimi K3 AI model on a standard 64 GB Apple Silicon Mac by loading only the active model experts from disk or the internet, though speed is slow at ~16 seconds per token.