large-language-modelsdeterminism
Demystifying the Determinism of Large Language Models
How LLMs mix randomness and reproducibility, and what Monte Carlo methods can teach us about balancing the two.
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Insights & Ideas
Thoughts on software engineering, AI integration, and building technology that makes a difference.
From Prompt Engineering to Context Engineering: Designing the World an LLM Reasons In
As LLMs evolved, prompt engineering became key to shaping outputs. Now, context engineering is the next step: fine-tuning not just the prompt, but the broader context to guide models more effectively.
Artificial IntelligenceNeuroscience
The Emergence Problem: Why We Built Machines We Can't Fully Explain
We know exactly how Large Language Models work. We also have no idea how they work. Both statements are true. This paradox a fascinating paradox at the intersection of AI and neuroscience.