What is DeepSeek?
DeepSeek
DeepSeek is a prominent artificial intelligence research company specializing in developing high-performance open-source models, including reasoning, coder, and Mixture of Experts (MoE) architectures, which compete directly with leading proprietary systems.
Detailed Deep Dive
DeepSeek is a prominent open-source AI research organization that develops state-of-the-art foundation and reasoning models. By implementing innovative Mixture of Experts (MoE) architectures, custom attention mechanisms, and reinforcement learning alignment algorithms (such as GRPO), DeepSeek produces open models that compete with proprietary systems at a fraction of the traditional training and hosting compute costs.
Frequently Asked Questions
Q:What is DeepSeek-R1?
An open-source reasoning model trained with reinforcement learning that uses reasoning chains (thinking tokens) to solve complex math and coding tasks.
Q:How does DeepSeek lower compute costs?
By developing highly optimized Mixture of Experts (MoE) routing and training frameworks like DeepSeekMoE.
Quick Facts
- CategoryFoundational AI
- Key ApplicationCode generation, reasoning-heavy logical tasks, and cost-efficient API deployment
Coverage Trend12 Weeks
Related AI Terms
DeepSeek Media Coverage & Intelligence
DeepSeek open sources DSpark, a new framework to speed up LLM inference by up to 85%
Even as the geopolitical conversation around AI continues to grow more fraught following the U.S. government's actions to limit the new models from Anthropic an
CoreWeave Trains DeepSeek-V3 Benchmark in Two Minutes
CoreWeave's MLPerf® Training v6.0 results set new records, demonstrating how customers can train frontier AI model faster, scale more efficiently, and get more value from every GPU deployed.
China's DeepSeek reportedly raises $7.4B in funding at $50B+ valuation
Chinese artificial intelligence lab DeepSeek has reportedly raised more than 50 billion yuan, or $7.4 billion, in new funding. The Information and the Wall Street Journal today cited sources as saying that the company is now worth over $50 billion. That reportedly makes it China's most valuable AI s