OpenAI is heavily investing in automated AI researchers to accelerate deep learning and tackle alignment challenges amid a fierce industry arms race. Critics question the circular logic of using current, potentially misaligned models to build future safety defenses. Furthermore, skeptics note that the company's recent metrics highlight increased computational usage rather than demonstrating tangible safety impacts or breakthroughs.