Beep Airdrop: tasks and status

Beep is an AI lab developing a specialized financial technology stack for autonomous AI agents. Its core purpose is to build the infrastructure for what it terms the "Machine GDP" (mGDP), an economy where non-human economic actors transact and operate continuously. Beep addresses the fundamental limitation of standard Large Language Models (LLMs), which it argues misunderstand numerical market data, by creating small, strategy-specific AI models. These models are designed for fast decision-making on time-series data, risk assessment, and execution, improving directly from real profit and loss rather than text-based pattern-matching.