The Hive

Hiverge empowers researchers, data scientists, and engineers to unlock new levels of algorithmic performance. Founded by world-class experts from Google DeepMind and the University of Cambridge, Hiverge uses a distributed network of AI agents to automate and accelerate algorithm optimization - delivering results that manual tuning, AutoML platforms, or general-purpose code-generation LLMs cannot match.

Unlike single-model approaches, Hiverge's swarm of specialized agents explores vast solution spaces in parallel, sharing results and recombining ideas through an iterative feedback loop. This architecture achieves broader coverage and faster convergence than sequential optimization methods.

1. Submit your baseline code - Provide your algorithm, evaluation metrics, and compute constraints
2. Agents explore solutions - A distributed swarm generates diverse algorithmic variants, tests each candidate in a sandbox, and scores against your metrics
3. Receive production-ready code - Get deployable, readable, optimized code ready for integration

• Automated optimization of user-provided algorithms across diverse domains
• Accepts baseline code, evaluation metrics, and compute constraints as input
• Samples prior solutions and patterns to suggest code improvements
• Generates diverse algorithmic variants via a swarm of AI agents
• Iterative feedback loop where agents share results and recombine ideas
• Sandbox testing and scoring of each candidate algorithm against user metrics
• Delivers deployable, understandable code ready for production use

• Inference and compute optimization
• Quantum computing and quantum chemistry
• Data center and network engineering
• Megascale planning, routing, and scheduling
• Algorithmic trading
• Physics and mathematics

Hiverge integrates with AWS services including Amazon S3 for code and data storage and Amazon SageMaker for model training workflows. Results can be deployed directly into your existing AWS infrastructure.

Hiverge broke the CIFAR-10 training speedrun world record, demonstrating the platform's ability to discover algorithmic improvements that surpass human-engineered solutions. The platform has delivered proven performance breakthroughs with key players in Compute and Inference.

After subscribing through AWS Marketplace, you will receive access to the Hiverge platform where you can submit your first optimization job. To schedule a discovery call or request a guided pilot, contact the Hiverge team directly.

Buyers should be aware of the following scope boundaries:

• Supported input: algorithm source code with defined evaluation metrics
• Compute constraints must be specified for each optimization run
• Optimization results depend on the quality of baseline code and evaluation criteria provided
• Platform availability and specific language support details are available upon request

Hiverge transmits all data encrypted in transit. Submitted code and optimization results are handled with confidentiality as a core principle. For detailed information about tenant isolation, data retention policies, and compliance certifications, please contact the Hiverge team.