A developer has created a transpiler from the J programming language to Fortran using OpenAI Sol, enabling batch translation and a REPL that translates and runs Fortran code on the fly. The tool works…
A new analysis by Dan Luu challenges the claim that token-efficient languages like Clojure and J are better for AI coding agents. Luu found that on real-world tasks, popular languages like Python and …
Dan Luu's large-scale evaluations show that the token-efficiency advantage of terse programming languages for AI coding agents largely disappears on real tasks, contradicting a widely cited claim. In …
A widely cited analysis by Martin Alderson comparing token efficiency across programming languages found a 2.6x gap between C (least efficient) and Clojure (most efficient), with J averaging 70 tokens…
A widely cited blog post by Martin Alderson claims dynamically typed languages are more token-efficient for LLMs, with Clojure at 109 tokens and J at 70 tokens versus C's 2.6x higher cost, but a new a…
Prompt injection is an architectural design flaw in LLMs where the data and control channels share the same input, making it nearly impossible to fully eradicate. The guide analyzes four common attack…