SuanNi
SuanNi
May 5, 2026 · Artificial Intelligence

Harvard Science Study Finds AI Model Outperforms Human Doctors in Emergency Diagnosis

A Harvard‑led study published in Science evaluated OpenAI’s o1‑preview model across six rigorous clinical benchmarks and real‑world emergency cases, finding it surpassed seasoned physicians in diagnostic accuracy—ranking in the top 78% of cases, achieving up to 97.9% accuracy and outperforming GPT‑4 by a large margin.

AI diagnosticsGPT-4Medical AI
0 likes · 11 min read
Harvard Science Study Finds AI Model Outperforms Human Doctors in Emergency Diagnosis
Linux Kernel Journey
Linux Kernel Journey
Apr 15, 2025 · Operations

Efficiently Resolving Performance Bottlenecks and Jitter with Process Hotspot Tracing in Alibaba Cloud OS Console

The article explains how Alibaba Cloud's SysOM console uses low‑overhead process hotspot tracing, stack unwinding, symbol resolution, eBPF and AI diagnostics to pinpoint CPU, memory, lock and network issues, offering visual flame‑graph analysis and real‑world case studies for faster root‑cause identification.

AI diagnosticsCloud NativeSysOM
0 likes · 15 min read
Efficiently Resolving Performance Bottlenecks and Jitter with Process Hotspot Tracing in Alibaba Cloud OS Console