not much happened today

**DeepSeek-R1 and DeepSeek-V3** models have made significant advancements, trained on an **instruction-tuning dataset of 1.5M samples** with **600,000 reasoning** and **200,000 non-reasoning SFT data**. The models demonstrate strong **performance benchmarks** and are deployed on-premise via collaborations with **Dell** and **Hugging Face**. Training costs are estimated around **$5.5M to $6M**, with efficient hardware utilization on **8xH100 servers**. The **International AI Safety Report** highlights risks such as **malicious use**, **malfunctions**, and **systemic risks** including **AI-driven cyberattacks**. Industry leaders like **Yann LeCun** and **Yoshua Bengio** provide insights on market reactions, AI safety, and ethical considerations, with emphasis on AI's role in creativity and economic incentives.