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Mercury 2 and the Rise of Real-time Subagents

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](https://www.inceptionlabs.ai/blog/rise-of-realtime-subagents)

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Mercury 2 and the Rise of Real-time Subagents

](https://www.inceptionlabs.ai/blog/rise-of-realtime-subagents)

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Product

May 12, 2026

Mercury 2 and the Rise of Real-time Subagents
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](https://www.inceptionlabs.ai/blog/rise-of-realtime-subagents)

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Product

May 12, 2026

Mercury 2 and the Rise of Real-time Subagents
Read story

](https://www.inceptionlabs.ai/blog/rise-of-realtime-subagents)

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Product

Mar 30, 2026

Introducing Mercury Edit 2
Read story

](https://www.inceptionlabs.ai/blog/introducing-mercury-edit-2)

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Product

Mar 30, 2026

Introducing Mercury Edit 2
Read story

](https://www.inceptionlabs.ai/blog/introducing-mercury-edit-2)

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Product

Mar 24, 2026

Mercury 2 on PinchBench: Fast Diffusion Models and the Personal Agent Era
Read story

](https://www.inceptionlabs.ai/blog/mercury-2-on-pinchbench)

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Product

Mar 24, 2026

Mercury 2 on PinchBench: Fast Diffusion Models and the Personal Agent Era
Read story

](https://www.inceptionlabs.ai/blog/mercury-2-on-pinchbench)

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[

Introducing Mercury 2

Today, we're introducing Mercury 2 — the world's fastest reasoning language model, built to make production AI feel instant.

Feb 24, 2026

Product

](https://www.inceptionlabs.ai/blog/introducing-mercury-2)

[

Introducing Mercury 2

Today, we're introducing Mercury 2 — the world's fastest reasoning language model, built to make production AI feel instant.

Feb 24, 2026

Product

](https://www.inceptionlabs.ai/blog/introducing-mercury-2)

[

SearchBlox + Inception: Real-Time GenAI Search at Enterprise Scale

Inception’s Mercury dLLM now powers SearchBlox SearchAI, unlocking ultra-low-latency, cost-efficient GenAI at scale. This partnership provides SearchBlox customers sub-second GenAI responses even on enterprise workloads.

Jan 12, 2026

Customers

](https://www.inceptionlabs.ai/blog/searchblox-and-inception)

[

SearchBlox + Inception: Real-Time GenAI Search at Enterprise Scale

Inception’s Mercury dLLM now powers SearchBlox SearchAI, unlocking ultra-low-latency, cost-efficient GenAI at scale. This partnership provides SearchBlox customers sub-second GenAI responses even on enterprise workloads.

Jan 12, 2026

Customers

](https://www.inceptionlabs.ai/blog/searchblox-and-inception)

[

Mercury Diffusion LLM Now Available on Azure AI Foundry

Today, we're thrilled to announce that Mercury is available on Azure AI Foundry, bringing the first commercial-scale diffusion large language model (dLLM) to enterprise developers. This release combines Inception's breakthrough diffusion architecture with Azure's enterprise-ready infrastructure, giving developers access to a model that delivers both exceptional speed and quality.

Nov 18, 2025

Partnerships

](https://www.inceptionlabs.ai/blog/mercury-azure-foundry)

[

Mercury Diffusion LLM Now Available on Azure AI Foundry

Today, we're thrilled to announce that Mercury is available on Azure AI Foundry, bringing the first commercial-scale diffusion large language model (dLLM) to enterprise developers. This release combines Inception's breakthrough diffusion architecture with Azure's enterprise-ready infrastructure, giving developers access to a model that delivers both exceptional speed and quality.

Nov 18, 2025

Partnerships

](https://www.inceptionlabs.ai/blog/mercury-azure-foundry)

[

The Next Step for dLLMs: Scaling up Mercury

Today, we’re shipping an across-the-board upgrade to Mercury’s capabilities. This includes massively better performance on coding, instruction following, mathematical reasoning, and knowledge recall tasks.

Nov 7, 2025

Product

](https://www.inceptionlabs.ai/blog/mercury-refreshed)

[

The Next Step for dLLMs: Scaling up Mercury

Today, we’re shipping an across-the-board upgrade to Mercury’s capabilities. This includes massively better performance on coding, instruction following, mathematical reasoning, and knowledge recall tasks.

Nov 7, 2025

Product

](https://www.inceptionlabs.ai/blog/mercury-refreshed)

[

Announcing our $50 Million Seed Round

Inception has raised $50 million to build diffusion-based AI models aimed at faster, more efficient software development than traditional LLMs.

Nov 6, 2025

Company

](https://techcrunch.com/2025/11/06/inception-raises-50-million-to-build-diffusion-models-for-code-and-text/)

[

Announcing our $50 Million Seed Round

Inception has raised $50 million to build diffusion-based AI models aimed at faster, more efficient software development than traditional LLMs.

Nov 6, 2025

Company

](https://techcrunch.com/2025/11/06/inception-raises-50-million-to-build-diffusion-models-for-code-and-text/)

[

ProxyAI + Inception

Today we are partnering with Inception to bring faster, more consistent code edits to ProxyAI.

Oct 27, 2025

Partnerships

](https://www.tryproxy.io/blog/proxyai-inception)

[

ProxyAI + Inception

Today we are partnering with Inception to bring faster, more consistent code edits to ProxyAI.

Oct 27, 2025

Partnerships

](https://www.tryproxy.io/blog/proxyai-inception)

[

Ultra-Fast Apply-Edit with Mercury Coder

We're thrilled to announce that Mercury Coder–Inception’s diffusion LLM (dLLM)–now provides unmatched Apply-Edit capabilities, with speed and quality far exceeding those of the leading Apply-Edit models.

Sep 25, 2025

Product

](https://www.inceptionlabs.ai/blog/ultra-fast-apply-edit-with-mercury-coder)

[

Ultra-Fast Apply-Edit with Mercury Coder

We're thrilled to announce that Mercury Coder–Inception’s diffusion LLM (dLLM)–now provides unmatched Apply-Edit capabilities, with speed and quality far exceeding those of the leading Apply-Edit models.

Sep 25, 2025

Product

](https://www.inceptionlabs.ai/blog/ultra-fast-apply-edit-with-mercury-coder)

[

Inception Partners with Amazon to Provide Mercury Diffusion LLMs on Bedrock and SageMaker JumpStart

Today we're announcing the general availability of Mercury and Mercury Coder, Inception’s diffusion based Large Language Models, on Amazon Bedrock and SageMaker JumpStart. These models deliver unprecedented speed - up to 10x faster than traditional LLMs - while maintaining exceptional quality, making them ideal for enterprise applications requiring near real-time AI capabilities.

Aug 27, 2025

Partnerships

](https://aws.amazon.com/blogs/machine-learning/mercury-foundation-models-from-inception-labs-are-now-available-in-amazon-bedrock-marketplace-and-amazon-sagemaker-jumpstart/)

[

Inception Partners with Amazon to Provide Mercury Diffusion LLMs on Bedrock and SageMaker JumpStart

Today we're announcing the general availability of Mercury and Mercury Coder, Inception’s diffusion based Large Language Models, on Amazon Bedrock and SageMaker JumpStart. These models deliver unprecedented speed - up to 10x faster than traditional LLMs - while maintaining exceptional quality, making them ideal for enterprise applications requiring near real-time AI capabilities.

Aug 27, 2025

Partnerships

](https://aws.amazon.com/blogs/machine-learning/mercury-foundation-models-from-inception-labs-are-now-available-in-amazon-bedrock-marketplace-and-amazon-sagemaker-jumpstart/)

[

Radient + Inception: Instant Decisions for Faster and Cheaper Agentic Work

Radient is a Toronto-based AI research and development company building products and solutions that lower the cost and barriers to access to business productivity assistance for small businesses and sole proprietors. Radient’s first product release was Radient Automatic: a model routing solution for AI agents. By leveraging Inception’s fast and cost-effective diffusion Mercury model, Radient is able to power key components of the routing system that are responsible for predicting agentic task type and difficulty at every step.

Aug 19, 2025

Customers

](https://www.inceptionlabs.ai/blog/radient-and-inception)

[

Radient + Inception: Instant Decisions for Faster and Cheaper Agentic Work

Radient is a Toronto-based AI research and development company building products and solutions that lower the cost and barriers to access to business productivity assistance for small businesses and sole proprietors. Radient’s first product release was Radient Automatic: a model routing solution for AI agents. By leveraging Inception’s fast and cost-effective diffusion Mercury model, Radient is able to power key components of the routing system that are responsible for predicting agentic task type and difficulty at every step.

Aug 19, 2025

Customers

](https://www.inceptionlabs.ai/blog/radient-and-inception)

[

A Midsummer Day's Update

Announcing a feast of updates to the Mercury models and to our API platform.

Jul 20, 2025

Product

](https://www.inceptionlabs.ai/blog/midsummer-update)

[

A Midsummer Day's Update

Announcing a feast of updates to the Mercury models and to our API platform.

Jul 20, 2025

Product

](https://www.inceptionlabs.ai/blog/midsummer-update)

The future of LLMs is here

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The future of LLMs is here

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Get Started

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