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The research lineage from recursive neural networks to human-AI collaborative development

Tracing the intellectual thread from Richard Socher's compositional representations through DecaNLP to the systems-level engineering challenges of human-AI soft

· 12 min read

From learned representations to engineered context: what Richard Socher's research tells us about working with AI

Richard Socher's research arc — from GloVe to DecaNLP to 'managers of AI' — maps directly onto the principles behind synthesis coding. The connections are struc

· 9 min read

Prompt Engineering to Generate Code to Solve a Math Problem

My 12-year-old solved a math puzzle faster than I could. So I wrote a prompt to have GPT-4 generate Python code to solve it. The prompt, the algorithm selection

· 6 min read