Researchers have replicated DeepSeek’s R1-Zero model as TinyZero for $30, focusing on countdown and multiplication tasks using reinforcement learning on a 3-billion-parameter language model. This open-source project showcases enhanced reasoning capabilities developed independently. Detailed methodologies are available on Weights & Biases, with a formal research paper forthcoming to promote cost-effective AI research.

Navigating Cybersecurity Frameworks – CISO Resource Guide
The role of the Chief Information Security Officer (CISO) is crucial amid evolving cyber threats. Selecting the right cybersecurity framework aligns risk management with organizational