According to DeepSeek AI (@deepseek_ai), the team is set to open-source five repositories next week as part of their efforts in exploring Artificial General Intelligence (AGI). This initiative is part of #OpenSourceWeek and aims to provide transparency in their developmental progress. Traders interested in AI technology investments should monitor this release as it could influence market sentiment and potential valuations in the AI sector.

According to DeepSeek, the NSA (Natively Trainable Sparse Attention) mechanism is designed to improve ultra-fast long-context training and inference capabilities through dynamic hierarchical sparse strategy, coarse-grained token compression, and fine-grained token selection, potentially enhancing trading algorithms by increasing processing efficiency and reducing computational load.

According to DeepSeek (@deepseek_ai), the recommended settings for deploying DeepSeek-R1 include no system prompt and a temperature of 0.6, which are crucial for optimal performance. Traders utilizing AI models in cryptocurrency trading should consider these settings to enhance decision-making accuracy and efficiency. The guidelines provided by DeepSeek, including official prompts for search and file uploads, aim to prevent model bypass, ensuring reliable trading insights. Source: [DeepSeek Twitter](https://twitter.com/deepseek_ai/status/1890324295181824107?ref_src=twsrc%5Etfw).

According to @OriolVinyalsML, distillation techniques, which have been in the spotlight due to @deepseek_ai, could influence cryptocurrency trading algorithms by enhancing model efficiency. Despite its initial rejection from NeurIPS 2014 for lacking novelty and impact, the technique's evolution suggests potential for improving algorithmic trading strategies by refining AI model predictions and reducing computational costs, making it relevant for traders seeking edge through advanced AI integration.

According to DeepSeek, there is a warning against trusting information from a specific impersonation account, highlighting the importance of verifying sources for accurate trading decisions.

According to DeepSeek, the official account on Twitter/X has warned traders about impersonation risks, urging vigilance to avoid being misled. This alert is crucial for traders relying on accurate information from verified sources to make informed decisions in the cryptocurrency markets.