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《In the second half of 2026, what is the sudden breakthrough in mathematics? 》

2026-07-28 KLD Technology 0
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《In the second half of 2026, what is the sudden breakthrough in mathematics? 》

# This is super point (mathematics area)
**Government setting**:
A super point is a calculation system that relies on physics for multiple calculation points, has high-speed mutual communication, close connection, has the ability to physically exist, and has the ability to perform functions like a "one giant computer".

Simple understanding of common knowledge:
The solution is to have multiple independent clothing equipment communication networks, and the clothing equipment communication is extended, and the communication is limited;
Ultra point utilization super high performance mutual communication technology, number of tens, above 100 GPU/AI acceleration card depth fusion, elimination cross application device communication bottle, adjustment collection group in the same platform giant calculation machine.

## If you want to exceed the current calculation power level,
1. **The core of large-scale model learning is ``arithmetic'' and ``communication''**
A super large number of AI models has a large amount of demand, a large number of machines can be used without legal approval, a large number of machines can be used together, the number of machines can be extended, and the number of limited editions is very low. Super point significantly reduced communication consumption, accelerated card utilization rate, and lowered AI generation.
2. **Arithmetic density excellence**
It is possible to increase the number of departments in the same space with AI acceleration, space available in the office, limited power resources, limited number centering, ability to accept larger calculation power.
3. **Industry imitation fall**
At the 2026 World Artificial Intelligence Conference (WAIC), Huayu, Zhongke Shuguang, Langchao, Aliyun, Baidu etc. commercial intensive exhibition super point adjustment machine plan; various large commercial enterprises, AI enterprise start-up critical purchase department, Chengdu AI basic construction construction new model.

## Core details
- Super low time, super long conversation;
- Cross-over points exist within the world;
- Providing a large scale model collection group combination efficiency, a thousand combinations, a million scale model combinations and reasoning.

#SuperPod #High-speed interconnect technology #Scale-up interconnect #Bandwidth bottleneck #Latency bottleneck #Signal integrity #High-density deployment #Liquid cooling #Immersion liquid cooling #Power density #Large-scale cluster stability #System-level engineering #Bulk delivery capability #Hardware and software architecture synergy #Cost per Token