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Data Scaling

7 articles · Page 1 of 1
Machine Heart
Machine Heart
Jun 23, 2026 · Industry Insights

Momenta's Physical AI IPO: World Model as the New AI Foundation

Momenta has cleared the Hong Kong Stock Exchange listing hearing, positioning itself as the first "Physical AI" stock with its R7 World Model—a three‑layer architecture that leverages massive real‑world driving data, simulation and reinforcement learning—to challenge Nvidia, Tesla and Anthropic while targeting a multi‑trillion‑dollar market.

AI marketCommercial LoopData Scaling
0 likes · 17 min read
Momenta's Physical AI IPO: World Model as the New AI Foundation
Baobao Algorithm Notes
Baobao Algorithm Notes
Oct 25, 2023 · Artificial Intelligence

How Mixed Data Shapes LLaMA SFT: Scaling Trends, Conflict Zones, and the DMT Remedy

This article investigates how mixing data from mathematical reasoning, code generation, and general instruction-following tasks influences supervised fine‑tuning of LLaMA models, revealing distinct scaling curves, resource‑dependent performance conflicts, and a two‑stage DMT strategy that mitigates catastrophic forgetting while boosting overall capability.

DMT StrategyData ScalingLLaMA
0 likes · 14 min read
How Mixed Data Shapes LLaMA SFT: Scaling Trends, Conflict Zones, and the DMT Remedy
AntTech
AntTech
May 25, 2020 · Artificial Intelligence

The Evolution of Technology: From the Agricultural Revolution to the AI Era

This essay traces humanity's technological journey—from early agricultural and industrial revolutions through the rise of computing, cloud, and artificial intelligence—highlighting how demand, generalization, cost reduction, and safety shape each breakthrough and drive societal transformation.

AIData ScalingTechnology evolution
0 likes · 21 min read
The Evolution of Technology: From the Agricultural Revolution to the AI Era
Alibaba Cloud Developer
Alibaba Cloud Developer
May 24, 2020 · Artificial Intelligence

Why Technology Revolutions Shape AI: From Steam Engines to Cloud Computing

From the agricultural revolution to the industrial age and now the AI era, this essay traces how societal needs drive technological breakthroughs, examines the stages of technology maturation—generalization, cost reduction, and safety—and explains how computing power, data, and cloud infrastructure enable the intelligent, scalable systems of today.

Artificial IntelligenceData ScalingTechnology evolution
0 likes · 23 min read
Why Technology Revolutions Shape AI: From Steam Engines to Cloud Computing
Qunar Tech Salon
Qunar Tech Salon
Dec 4, 2015 · Databases

Scaling Massive Data at Alibaba: From Oracle to MySQL Sharding and Distributed Solutions

The article details how Alibaba tackled explosive data growth by migrating from a single Oracle instance to a multi‑source architecture using horizontal and vertical sharding, MySQL clusters, KV stores, and proprietary tools such as Erosa, Otter, and Cobar to achieve high availability, consistency, and performance across multiple IDC sites.

AlibabaData ScalingMySQL
0 likes · 16 min read
Scaling Massive Data at Alibaba: From Oracle to MySQL Sharding and Distributed Solutions