Collage of historical American images including iconic figures, economic graphs, labor protests, and diverse faces, symbolizing the dynamic evolution of the American Dream and socio-economic landscape from the Great Depression to the present day.

Fine-tuning that you can prove

Fine-Tuning That You Can Prove — Ten Steps from Goal to Deployment Skip to content Proving Fine-Tuning The goalThe baselinesThe trainingThe releaseSources LLM Engineering · From […]
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Twelve ways to fine-tune an LLM

LLM Fine-Tuning Techniques — Twelve Methods, Four Different Decisions Skip to content LLM Fine-Tuning The mapThe parametersThe learning signalThe experimentSources LLM Engineering · A Practical Field […]
data cleaning, data cleansing, data scrubbing, data quality, data management, data analysis, data accuracy, data consistency, data completeness, data enrichment, data validation

The Backward Pass

The Backward Pass — Backpropagation as a Sensitivity Program Skip to content The Backward Pass ForwardBackwardExperimentAt scaleSources Learning Systems Series · Backpropagation The backwardpass. Your loss […]
Think with AI

Think with AI

Think With AI — Keep the Thinking Skip to content Think With AI The stakes Expand Write Edit Sources Human Judgment Series · A practical essay […]
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Statistical lies

Statistical Lies — How Numbers Mislead Skip to content Statistical Lies Meaning Charts Data Claims Sources Statistical Thinking Series Statistical lies.Real numbers.False impressions. Ten ways statistics […]
What is the difference between truth, hypothesis, law and theory?

Design patterns

The History of Design Patterns — From Buildings to Software Skip to content Design Patterns Origins GoF Beyond GoF Today Sources Software Design Series Design patterns. […]

Writer's Bio


D iving into the realm of data and mathematics, I've entered a world that captivates and enchants. My journey through this landscape has been nothing short of a mesmerizing dance between illusion and reality, where numbers weave intricate tales and formulas reveal the unexpected. It's a place where curiosity meets discovery, leading me through mazes of the mind and into the heart of understanding.
Yet, amidst the precision and clarity of mathematics, there exists an equation that transcends the boundaries of conventional logic: the equation of Love. It's here, within this delicate balance of variables and constants, that the most profound truths emerge. Love, with its inexplicable nature, becomes the only reasonable reason, the ultimate solution to the most complex of problems.