deepseek-ai/DeepSeek-V4-Pro

Timeline

1. Oct 9, 2026 · Research paper · 1 source
   Not All Correct Fixes Run Alike: An Empirical Study of Patch Performance in Repository-Level Issue Resolution
   Repository-level issue-resolution benchmarks such as SWE-bench evaluate submitted patches primarily based on whether they pass the correctness tests, leaving the runtime performance of different test-passing patches largely unexplored.
2. Oct 2, 2026 · Opinion / analysis · 1 source
   Hundreds of millions of AI agents are coming. Is there work for them?
   AI companies are shelling out hundreds of billions of dollars each year on chips and data centers, betting that the massive compute buildouts will run AI agents capable of doing work that people do today.

Often appears with