Mercury 2Inception
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Mercury Rugged Edge ServersMercury
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About
Mercury 2 is the first reasoning model fast enough to pick up the phone, a reasoning diffusion language model built for real-time voice agents. Instead of making callers wait through seconds of dead air while an autoregressive model generates thinking tokens one by one, Mercury 2 uses a diffusion large language model architecture to generate tokens in parallel, decoding 1000+ tokens per second on standard NVIDIA GPUs. That speed is fast enough to run a full reasoning pass and start speaking within the latency budget of a natural conversation, reducing the cost of reasoning from seconds of silence to roughly 300 milliseconds. Mercury models work by corrupting clean text into noise, then training a standard Transformer to reverse the process and predict clean text across all positions simultaneously. Because each denoising pass touches many tokens, generation uses the GPU more efficiently than one-token-at-a-time decoding, making custom-silicon-like speed possible on NVIDIA H100s.
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About
Rugged subsystems engineered to bring the latest Silicon Valley technology to every inhospitable corner of the globe. No matter the end use, environment or security requirements, when your mission is critical Mercury rugged servers and embedded processing subsystems are the only options. Compute-heavy applications, including AI, signals intelligence and sensor fusion, have driven the need for real-time big data analysis at the edge. Mercury's ruggedized servers and processing solutions make the most sophisticated Silicon Valley technology profoundly more accessible to the A&D industry for actionable insights in the field. Our fully configurable systems are engineered to push computing to the cutting edge of innovation. Mercury’s airborne and mission computers accelerate complex airborne applications like artificial intelligence (AI) and streamline integration, technology refresh, and safety certification.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Voice AI infrastructure teams that need low-latency reasoning models for phone agents, tool-calling workflows, and natural customer conversations
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Audience
Enterprises seeking an embedded processing subsystem and server solution to manage their compute-heavy applications
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationInception
United States
www.inceptionlabs.ai/blog/mercury-2-the-first-reasoning-model-fast-enough-to-pick-up-the-phone
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Company InformationMercury
United States
www.mrcy.com/products/rugged-servers-and-subsystems
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Categories |
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Integrations
Cerebras
GPT-4.1
Groq
Inception Labs
LiveKit
OpenAI
Pipecat
Retell AI
Vapi AI
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Integrations
Cerebras
GPT-4.1
Groq
Inception Labs
LiveKit
OpenAI
Pipecat
Retell AI
Vapi AI
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