DeepSeek Tackles AI Memory With 'Artificial Forgetting'

DeepSeek introduced an "artificial forgetting" method inspired by human cognition that prioritizes key data and discards less relevant information. Its learned compression turns text into visual representations, achieving up to 10x compression with 96% text recovery and processing up to 200,000 pages per day on a single GPU.

• Up to 10x compression with 96% text recovery
• 60% accuracy retained at 20x compression
• Processes up to 200,000 pages per day on one GPU
• Uses OCR and vision tokens to reconstruct documents