Experiments
Experimentation is central to how Cerebus Technologies evaluates new ideas before committing them to product roadmaps. Not everything we explore becomes a product — but everything we learn shapes how we build.
Current Areas of Exploration
Voice-Driven AI Interfaces
We are prototyping systems that move beyond text-based interaction, investigating wake word detection, streaming speech-to-text, real-time reasoning, and speaker verification for hands-free AI workflows in noisy, real-world environments.
Post-Quantum Cryptography
As quantum computing matures, we are evaluating and implementing post-quantum digital signature schemes for secure message authentication in distributed systems — ensuring our coordination infrastructure remains resilient against future cryptographic threats.
AI-Assisted Evaluation Frameworks
We are designing structured evaluation loops inspired by the one-file, one-metric, one-loop paradigm — systems that can continuously optimize prompt performance, query latency, and classification accuracy through automated experimentation with human-reviewed quality gates.