Mechanize's GBA Eval tasks frontier coding agents with writing, from scratch, a Game Boy Advance emulator in Rust that compiles to WebAssembly — a task that would take a skilled human engineer ...

Step 5b OOS skip-status. The orchestrator hand-executes a five-way parse-and-print on FILE_DESIGN_OOS_STATUS (skip-sentinel, skip-already-filed-sentinel, skip-no-items, skip-all-security, ready), each ...

When you build an automated trading bot, you tend to want to let the AI handle everything. You want it to make "smart decisions" for both entries and exits. Since LLMs are this smart, you think the ...