Trend record / Technology trends

Why Is DeepSeek-V4-Flash-0731 Post-Training So Effective?

为什么 DeepSeek-V4-Flash-0731 的后训练如此有效?

ThreadEast first recorded "Why Is DeepSeek-V4-Flash-0731 Post-Training So Effective?" on Aug 1, 2026, 8:34 PM CST. It has been observed on Zhihu Hot List, with 11 hours between the first and latest recorded appearances.

1 platformObserved span: 11 hoursLatest observation: Aug 2, 2026, 8:25 AM CST

What the trend data tells us

The English title describes the topic of the source listing. Its appearance in a ranking measures attention within that platform; the ranking alone does not explain the cause of a spike or verify the underlying claim.

Zhihu Hot List

Latest recorded position: #11 on Aug 2, 2026, 8:25 AM CST.

There are not enough retained observations to calculate a rank change.

This stable URL remains available after a topic leaves a live ranking. Observation span is elapsed time between sightings, not continuous time on a chart. Platforms use different ranking and heat systems; their metrics are not added together.

Original evidence

Source listings