Andrej Karpathy has argued that human researchers are now the bottleneck in AI, after his open-source autoresearch framework ran 700 experiments autonomously.

OpenAI has published a GPT-5.4 prompting playbook that helps designers produce brand-specific frontends by defining constraints and avoiding defaults.

Code democratization demands a return to the fundamentals of quality in pharmaceutical and regulated environments.