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Research

Advancing the Science of Infrastructure

Our research team publishes in the open, collaborates with academia, and ships findings directly into production systems used by millions.

What We Study

Six research programs feeding directly into the products we ship.

Neural Information Retrieval

Sub-50ms intent-aware search at billion-query scale, the research core behind HoloSearch.

Distributed Systems

Consensus, replication, and failover strategies for infrastructure spanning 40+ regions.

AI Safety & Alignment

Evaluation frameworks and guardrails for the multimodal models powering Sentient AI.

Quantum-Inspired Optimization

Predictive scaling algorithms that pre-allocate resources before traffic spikes hit.

Privacy-Preserving ML

Federated learning and differential privacy techniques built into every product by default.

Edge Computing

Pushing inference and compute closer to users through Project Horizon's edge network.

Recent Papers

A selection of research published by the Hologaze team.

Sub-50ms Neural Retrieval at Billion-Scale

Hologaze Research · July 2026

Introduces the indexing architecture behind HoloSearch's intent-aware retrieval pipeline.

Federated Evaluation for Multimodal Alignment

Hologaze Research · April 2026

A privacy-preserving benchmark suite for evaluating multimodal model behavior across regions.

Predictive Autoscaling With Quantum-Inspired Heuristics

Hologaze Research · December 2025

The optimization approach behind Project Oracle's traffic-anticipation engine.

Zero-Latency Consensus for Edge-Distributed Compute

Hologaze Research · September 2025

A consensus protocol designed for Project Horizon's globally distributed edge nodes.

Differential Privacy in Production Recommendation Systems

Hologaze Research · June 2025

How we ship privacy guarantees without sacrificing personalization quality.

Collaborate With Our Research Team

We partner with universities and independent researchers. Reach out if you'd like to work together, or explore open research roles.

View Research Roles