Mira and Aethir: Pioneering Trustless AI Output Verification

Aethir offers the only decentralized, enterprise-grade GPU-as-a-service platform on the market, designed to handle the most demanding AI and gaming workloads at scale. For AI companies, access to reliable GPU computing power is essential to develop groundbreaking solutions that transform everyday life for users worldwide. However, enterprises looking to seamlessly integrate AI into their workflows face a significant hurdle: ensuring consistent, accurate outputs free from bias, errors, or hallucinations. That’s where Mira, an industry innovator in trustless AI output verification, steps in. While Mira has the expertise to build bias-free, next-level AI, Aethir’s decentralized cloud infrastructure is here to support Mira with our network of 3,000+ NVIDIA H100s and 43,000+ additional premium GPUs.

The Challenge: Overcoming AI’s Accuracy Bottleneck

Despite the immense potential of AI, its adoption is often hampered by high error rates. Current large language models (LLMs) face challenges in producing consistently accurate and unbiased outputs. For tasks requiring complex reasoning, first-pass error rates can soar as high as 30%. This reliance on human intervention to verify AI-generated results slows innovation and prevents AI from reaching its true potential.

With advanced consensus mechanisms leveraging multiple LLMs to evaluate and validate outputs, Mira has already shown the ability to reduce error rates at scale. With our partnership and continued research and development in LLM consensus and verification systems, Mira is poised to create new paradigms in AI reliability.

The Mira Solution: Trustless AI Output Verification

Mira’s system has already demonstrated incredible success, reducing first-pass errors for complex reasoning tasks from ~30% to just ~5%. With further engineering, Mira is on track to deliver sub-0.1% error rates.

At the core of Mira’s innovative approach to building unbiased, trustworthy AI solutions is its consensus model. Their network employs sophisticated binarization techniques and distributed verification protocols to enable reliable AI execution at scale. By combining insights from research in LLM consensus, Mira ensures accuracy, reduces bias, and eliminates hallucinations in AI outputs. Unlike centralized AI models, Mira utilizes a decentralized approach, which leverages multiple LLMs to fact-check AI outputs, thus eliminating errors and empowering AI platforms with trustworthy solutions for mass consumer use.

Mira’s system isn’t just a theory; it’s already powering AI applications used by over 200,000 users, with results that are setting new benchmarks for trust and reliability in AI systems.

As Karan Sirdesai, CEO of Mira, states:

“At Mira, trust and reliability are at the core of everything we build. By choosing Aethir as our GPU service provider, we’re strengthening our mission to enhance AI accuracy with the robust computational infrastructure needed to scale trustless AI output verification.”

However, solving the accuracy problem at scale requires immense computational power. That’s where Aethir’s partnership with Mira becomes a game-changer. Aethir’s globally distributed GPU infrastructure is designed to provide reliable and highly scalable computing resources for AI and gaming enterprises of all sizes. Thanks to the distributed nature of the Aethir GPU cloud, Aethir can channel GPU compute to clients from the physically closest available GPU container, thus cutting latency, which is essential for the smooth functioning of advanced AI platforms with high numbers of active users.

Why Mira Chose Aethir

Mira’s pioneering technology demands a robust GPU compute infrastructure capable of handling large-scale training, inference, and consensus operations. Aethir’s decentralized, enterprise-grade GPU solutions provide the ideal foundation. Here’s why:

• Bare-Metal Performance: Aethir eliminates virtualization overhead, ensuring Mira gets the full power of GPUs for its consensus operations.
• Cost Efficiency: Aethir’s decentralized architecture ensures significant cost savings compared to centralized cloud computing services, reducing Mira’s computational expenses by up to 40-80%.
• Global Scalability: With over 20+ global locations and 46,000 GPUs in its network, Aethir ensures Mira can scale its infrastructure seamlessly to meet growing user demand.
• Predictable Pricing: Unlike traditional providers, which charge hidden fees for storage or data transfer, Aethir offers transparent, predictable pricing—an essential feature for Mira’s expanding operations.

The Partnership in Action

By choosing Aethir as its dedicated cloud computing infrastructure provider, Mira is achieving unparalleled accuracy and reliability for its AI verification platform. Aethir’s GPUs will power Mira’s ability to process vast amounts of data, run consensus checks across multiple LLMs, and continuously improve accuracy. Together, the two companies are tackling one of AI’s most pressing challenges, creating a future where AI systems can be trusted without human oversight.

As Kyle Okamoto, CTO of Aethir, puts it:

“Mira, one of our newest clients, is a great example of how Aethir’s decentralized, enterprise-grade GPU network helps progress the industry. By combining Mira’s innovative trustless verification technology with our scalable infrastructure, we’re tackling AI’s scalability and accuracy challenges while also building a more transparent and trustworthy AI ecosystem.”

Real-World Impact

• Error Reduction: Mira’s platform, powered by Aethir, has reduced AI error rates for complex reasoning tasks from ~30% to ~5% in early applications.
• Scalability for Innovation: Aethir’s infrastructure supports Mira’s vision of achieving sub-0.1% error rates through further engineering and scaling.
• Trustless Verification at Scale: Mira’s trustless verification system is live with 200,000+ users, setting a new standard for reliable AI.

What’s Next? Mira’s Node Delegator Program

Mira’s journey is just beginning. With Aethir’s GPUs as a backbone, Mira is launching its Node Delegator Program. Through this program, anyone can participate in Mira’s mission of creating trustless, verified intelligence by delegating compute resources to the Aethir pool launched next week. With this program, we aim to eliminate technical barriers. Anyone wanting to delegate to Aethir’s node has the opportunity to earn network rewards and be one of the first people to help scale Mira’s consensus model with Aethir’s premier, decentralized GPU network.

To learn more about Mira’s Node Operator Program, sign up today.

A Future of AI Built on Trust

The partnership between Mira and Aethir represents a critical step forward for AI innovation. Together, these two companies are solving the bottlenecks of AI accuracy, unlocking the potential for seamless, trustworthy AI applications across industries. For organizations relying on AI for decision-making, this collaboration offers a glimpse into a future where AI can be both powerful and reliable.

Stay tuned as Mira and Aethir continue to push the boundaries of what’s possible in AI.