NLP

This category is about disrupt in Natural Language Processing

The Secret Sauce: MCP + CoT

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The researchers introduced a two-part framework of Spatiotemporal activity generation AI that I found particularly elegant to implement on my rig: On my Ubuntu machine, I simulated the six MCP categories described in the paper: temporal management, spatial navigation, environmental perception, personal memory, social collaboration, and experience evaluation. Implementation the Spatiotemporal activity generation AI: Running the Parallel … Read more

The Thinking Illusion: Stress-Testing “Reasoning” Models on My Local Rig

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We’ve all seen the benchmarks. The new “Reasoning” models (like the o1 series or fine-tuned Llama-3 variants) claim to possess human-like logic. But after building my dual-RTX 4080 lab and running these models on bare-metal Ubuntu, I’ve started to see the cracks in the mirror. Is it true “System 2” thinking, or just an incredibly … Read more