Our long-term research division. Building the systems, models, and interfaces that will define the next era of artificial intelligence — unconstrained by current product timelines.
TheSign Labs operates with a singular mandate: explore the boundaries of what intelligent systems can achieve, without the constraints of near-term product requirements.
We give our researchers the freedom and resources to pursue ambitious ideas — from novel model architectures to experimental hardware interfaces — with the understanding that the most transformative technologies emerge from long-horizon thinking.
Open-ended research programs exploring the frontiers of AI capability.
Developing language models with fundamentally improved reasoning capabilities. Exploring novel training objectives, architecture modifications, and data strategies that move beyond pattern matching toward genuine understanding.
Building AI systems that seamlessly integrate language, vision, audio, and structured data. Our goal: unified intelligence models that reason across modalities as naturally as humans do.
Creating the software layer that connects AI intelligence to physical systems. Real-time sensor fusion, embodied reasoning, and autonomous control systems for robotics and IoT environments.
Prototyping next-generation automation systems that go beyond rule-based workflows. AI agents that plan, reason, and execute multi-step tasks autonomously with minimal human supervision.
Early-stage research areas where we're building foundational knowledge.
AI architectures that iteratively improve their own performance through autonomous evaluation and optimization cycles.
Distributed AI systems that coordinate and collaborate — emergent intelligence from networks of specialized agents working together.
Exploring computation paradigms inspired by biological neural systems — energy-efficient, parallel, and fundamentally different from silicon-based approaches.
Models that understand and reason about time — planning, scheduling, and predicting outcomes over extended time horizons.
Building AI systems that are resilient to adversarial attacks, noise, and distribution shift — reliable intelligence in unpredictable environments.
Systems that autonomously synthesize knowledge from diverse sources, creating structured understanding from unstructured information at scale.
TheSign Labs is hiring researchers and engineers at the frontier.