~/talk

Better Prompting with Pseudocode

Talkat Prompt Engineering Conference 2023 · on Thursday, 2023-10-12· [ai-assisted-development]
links:none on file
slides:none on file

Pseudocode prompting with SudoLang and GPT‑3/4 yields concrete gains: prompts convert to runnable specifications, generate unit tests and transpile to JavaScript/Python, and compose multiagent workflows that actually work. Measured improvements include 10–20x productivity on teams, a 20–30% token reduction, and about 10–14% higher accuracy on tasks. Examples include a longest increasing subsequence implementation produced from a few constraints, typed command interfaces for a robot, and templated response formats that reduce malformed outputs.

AI-written summary · about

  1. 0:00Introduction and background
  2. 4:20Why pseudocode works better
  3. 11:48Output control and templates
  4. 14:16AI-driven development demo
  5. 17:08Democratizing software development
  6. 18:32Constraint-based programming
  7. 21:51Common use cases
  8. 23:40Q&A and conclusion
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