In MirrorCode, AI models are given execute-only access to a program, docs, and tests demonstrating intended behav…
In MirrorCode, AI models are given execute-only access to a program, docs, and tests demonstrating intended behavior. The AI must then reimplement the program from scratch.
The model’s output is graded against a suite of tests, including h
How it ranks: Backlist reads my Twitter/X timeline, scores every tweet for substance with an LLM rubric (not engagement), and publishes the daily top picks with a one-line takeaway. Curated by Surya Dantuluri.