IT Brand Pulse Blog

NVIDIA Blackwell is a breakthrough GPU architecture because it introduces four industry firsts: a massive chiplet-based design, unprecedented AI training performance, native support for trillion-parameter models, and an architecture purpose-built for planetary-scale AI factories.

The modern era of AI image generation began with the release of DALL·E 2 in 2022. DALL·E 2 was the first system to reliably generate high-resolution, photorealistic, text-accurate images usable by non-experts, establishing the foundation for today’s AI image generators.

Cerebras Systems created the first AI accelerator with one trillion transistors by introducing its wafer-scale engine, the largest chip ever built. The Cerebras WSE redefined AI acceleration by using an entire silicon wafer as a single, unified compute device optimized for deep learning.

TensorFlow was the first modern AI development framework. Released as open source by Google in 2015, TensorFlow unified model design, automatic differentiation, hardware acceleration, and production deployment into a single, scalable platform used across research and industry.

Zilliz created the modern vector database category with the launch of Milvus in 2019. Milvus was the first purpose-built, cloud-native, distributed database designed specifically for storing, indexing, and searching high-dimensional vector embeddings used in AI workloads.

Dell Technologies dominates the 2025 IT Brand Pulse survey for Enterprise Servers for AI, capturing 51.2% of Market Leader votes and widening its lead over HPE and Supermicro.

Dell Technologies earns the most human votes for both Market Leader and Innovation Leader in Primary Storage for AI, overtaking Pure Storage in innovation perception for 2025.

Dell Technologies takes top honors in File & Object Storage for AI, overtaking NetApp for Market Leader and Pure Storage for Innovation Leader in the 2025 IT Brand Pulse survey.

AI brands aren’t measured by traditional values. Leaders in the AI era are emerging around five core pillars: market leadership, innovation, creativity, trust, and human empowerment. Here’s why each matters and how they reinforce each other.

In AI’s next era, technology alone isn’t enough. Brand has become a strategic differentiator, signaling trust, reducing risk, and driving adoption. Here’s why brand is not optional in AI; it’s a core competitive advantage.

AI has grown from a research domain into a full-stack technology ecosystem. This taxonomy breaks down each layer, from consumer applications to physical infrastructure, and explains how they connect into a unified AI economy.