A developer discovered that their AI agent produced precisely wrong results when tested against NIST's certified Longley regression dataset, highlighting the need for independent external validation i…
A developer used Claude Fable 5 to write a complete Space Invaders clone for the Amiga 500 in Motorola 68k assembly, with the LLM autonomously installing the toolchain, debugging via emulator screensh…
A developer introduced Program-Aided Language Models (PAL), which offload arithmetic from language models to a code interpreter. PAL splits reasoning and computation: the model writes a program descri…
A developer proposed PAL, an open standard that gives AI agents direct control over physical hardware via a Python REPL running on an ESP32-S3. The architecture splits real-time safety-critical operat…