top of page


DeepSeek 2026: Can the “Efficiency Miracle” Survive the Siege of the Giants?
By early 2025, the AI world had a new "Sputnik moment." DeepSeek-R1 had just exploded onto the scene, proving that a lean team from Hangzhou could deliver GPT-4 level reasoning for a fraction of the cost. As detailed in the DeepSeek-R1 Paper , the model incentivized reasoning through Reinforcement Learning rather than just raw scale. It was the ultimate "catfish" in the tank, forcing Western titans to defend their multi-billion dollar "brute force" scaling strategies. Now, a
Stephen
3 hours ago4 min read
bottom of page