AI Compute

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Etched

Etched is an American semiconductor startup building Sohu, the first application-specific integrated circuit (ASIC) designed to run only transformer models, the architecture behind most large language models.

AI CompaniesAI Hardware

Etched Sohu

Sohu is a transformer-specialized application-specific integrated circuit (ASIC) built by Etched, a Silicon Valley AI hardware startup founded in 2022 by Harvard dropouts Gavin Uberti, Chris Zhu, and Robert…

AI HardwareAI Inference

FLOPS

FLOPS (floating-point operations per second, also written FLOP/s) is a measure of computing speed: the number of arithmetic operations on floating-point numbers that a processor, accelerator or supercomputer…

AI HardwareMachine Learning

FP8

FP8 is a family of 8-bit floating-point number formats used to accelerate deep learning training and inference, built around two encodings, E4M3 (4 exponent bits, 3 mantissa bits) and E5M2 (5 exponent bits, 2…

AI Hardware

FluidStack

FluidStack (stylized Fluidstack) is an artificial intelligence cloud company that provides on-demand access to large clusters of graphics processing units (GPUs) for AI training and inference

AI CompaniesAI Hardware

Fractile

Fractile is a British AI hardware startup, based in London, that is building in-memory computing chips to speed up and cut the cost of running large AI models.

AI CompaniesAI Hardware

FuriosaAI

FuriosaAI is a South Korean fabless semiconductor startup that designs data-center AI chip accelerators for deep learning inference.

AI Hardware

GAIN AI Act

The GAIN AI Act (Guaranteeing Access and Innovation for National Artificial Intelligence Act of 2025) is proposed United States legislation that would require a company seeking a license to export advanced AI…

AI HardwareAI Policy & Regulation

GPU Cluster

A GPU cluster is a group of servers containing graphics processing units that are connected by high-bandwidth, low-latency networks and operated as one computational pool.

AI HardwareAI Infrastructure

GPU computing

GPU computing is the use of a graphics processing unit (GPU) to perform general-purpose computation that was traditionally handled by the central processing unit (CPU).

AI HardwareAI Infrastructure

Google TPU 8t

Google TPU 8t is the training-focused member of Google's eighth-generation Tensor Processing Unit family, previewed at Google Cloud Next on April 22, 2026.

AI HardwareGoogle

Groq

Groq is a United States artificial intelligence infrastructure company that operates an AI inference cloud and offers on-premises inference systems.

AI CompaniesAI Hardware

Groq Hardware

Groq hardware is a family of artificial-intelligence accelerators and multi-chip systems built around a statically scheduled streaming architecture.

AI HardwareAI Inference

HBM3e

HBM3e (also written HBM3E and HBM3 Extended) is the extended-bandwidth variant of HBM3 high bandwidth memory, a stacked DRAM technology used as on-package memory for AI accelerators and high-performance…

AI Hardware

HBM4

HBM4 (High Bandwidth Memory generation 4) is the fourth principal generation of high bandwidth memory (HBM)

AI Hardware

HUMAIN

HUMAIN is a Saudi Arabian artificial intelligence company launched on 12 May 2025 and owned by the Public Investment Fund (PIF), the kingdom's roughly trillion-dollar sovereign wealth fund.

AI CompaniesAI Infrastructure

High Bandwidth Memory (HBM)

High Bandwidth Memory (HBM) is a JEDEC-standardised, 3D-stacked DRAM technology that delivers very high memory bandwidth and good energy efficiency to a nearby logic die, typically a GPU or AI accelerator, by…

AI Hardware

Huawei Ascend 910B

The Huawei Ascend 910B is a data-center AI accelerator designed by Huawei's HiSilicon unit that became China's most widely deployed domestic alternative to restricted NVIDIA data-center GPUs across roughly…

AI HardwareAI Infrastructure

Huawei Ascend 910C

The Huawei Ascend 910C is a data-center artificial intelligence accelerator developed by Huawei and positioned as China's leading domestic alternative to high-end NVIDIA GPUs that are barred from sale to…

AI HardwareAI Infrastructure

Huawei CloudMatrix 384

The Huawei CloudMatrix 384 (commonly shortened to CM384) is a rack-scale artificial intelligence computing system that Huawei markets as an "AI supernode." It wires together 384 Huawei Ascend 910C…

AI HardwareChinese AI

Hyperscaler

A hyperscaler is a company that builds and operates computing infrastructure at a scale far beyond a conventional enterprise IT estate: globally distributed fleets of data centers holding millions of servers…

AI EnergyAI Hardware

InferenceX

InferenceX, launched in October 2025 under the name InferenceMAX, is an open-source benchmark that continuously measures large language model inference performance across AI accelerators and serving software.

AI BenchmarksAI Hardware

InfiniBand

InfiniBand is a high throughput, low latency networking interconnect standard used to connect servers, storage, and accelerators inside high performance computing systems and large artificial intelligence…

AI HardwareAI Infrastructure

Intel

Intel Corporation is an American multinational semiconductor company headquartered in Santa Clara, California, that designs CPUs, GPUs, and Gaudi AI accelerators and operates Intel Foundry

AI CompaniesAI Hardware

Intel Gaudi 3

Intel Gaudi 3 is a data-center AI accelerator from Intel, built by its Habana Labs unit, designed to train and run large language models as a lower-cost alternative to Nvidia's H100 GPU.

AI Hardware

Kalshi

Kalshi is a US exchange for event contracts: binary "yes" or "no" contracts that pay $1 if a stated event happens and nothing if it does not

Finance AI

Lambda Labs

Lambda Labs (operating as Lambda, Inc.) is an American AI infrastructure company that provides GPU cloud computing, on-premises GPU hardware, and deep learning software for artificial intelligence research and…

AI CompaniesAI Infrastructure

Land, Power, and Shell

Land, power, and shell (LPS) is an emerging commercial label for the physical site, deliverable electricity, and building structure needed before computing equipment can be installed in a large data center.

AI InfrastructureData Centers

Lepton AI

Lepton AI was an American AI cloud company, founded in 2023, that built a cloud-native inference platform for serving large language models, generative image models, and other AI workloads on NVIDIA GPUs.

AI CompaniesAI Infrastructure

Lightmatter

Lightmatter is a U.S. silicon-photonics company that designs and manufactures optical computing hardware and photonic interconnects for artificial intelligence and high-performance computing.

AI CompaniesAI Hardware

MLPerf

MLPerf is the AI industry's standard suite of benchmarks for measuring how fast machine learning systems train and run models, developed and maintained by MLCommons

AI BenchmarksAI Hardware

MTIA

MTIA (Meta Training and Inference Accelerator) is a family of custom silicon chips that Meta designs for use in its own data centers rather than for sale.

AI HardwareAI Inference

MatX

MatX is an American semiconductor startup that designs AI chips purpose-built for large language models (LLMs).

AI CompaniesAI Hardware

Meta Compute

Meta Compute is a top-level organization that Meta created in January 2026 to plan, build, and run the gigawatt-scale data center capacity behind its push toward artificial general intelligence and what the…

AI InfrastructureData Centers

Meta MTIA

MTIA (Meta Training and Inference Accelerator) is a family of custom AI chips that Meta designs in-house to run its largest artificial intelligence workloads, beginning with the deep learning recommendation…

AI HardwareAI Infrastructure

Meta MTIA 300 series

The Meta MTIA 300 series is a set of four custom AI accelerator chips that Meta unveiled on March 11, 2026, as the next phase of its in-house Meta Training and Inference Accelerator program.

AI HardwareMeta AI

MetaX

MetaX (Chinese: 沐曦; pinyin: Mùxī), formally MetaX Integrated Circuits (Shanghai) Co., Ltd. and sometimes rendered Muxi, is a Chinese fabless semiconductor company based in Shanghai that designs general-purpose…

AI CompaniesAI Hardware

Microscaling formats

Microscaling (MX) formats are a family of low-precision number formats for machine learning in which a small block of values, normally 32 of them, shares one common scale factor while each value is stored in a…

AI HardwareAI Infrastructure

Microsoft Azure

Microsoft Azure is the public cloud computing platform operated by Microsoft, and the world's second-largest cloud provider, behind Amazon Web Services (AWS) and ahead of Google Cloud.

AI InfrastructureMicrosoft

Microsoft Azure Maia 100

The Microsoft Azure Maia 100, often referred to as Maia 100, is a custom artificial intelligence accelerator designed by Microsoft for large-scale generative AI workloads running inside its Azure cloud.

AI HardwareMicrosoft

Microsoft microfluidic cooling

Microsoft's microfluidic cooling is an experimental chip-cooling technique, disclosed by Microsoft in September 2025, that etches tiny channels directly into the back of a silicon die and pushes liquid coolant…

AI HardwareData Centers

Modal (platform)

Modal is a serverless cloud computing platform that lets developers run compute-intensive artificial intelligence, machine learning, and data-processing workloads on cloud GPUs by writing ordinary Python, with…

AI CompaniesAI Infrastructure