Sha Labs
Sha Intelligence — Research Division

Sha Labs is where Sha Intelligence looks furthest ahead: an open workshop for experiments in reasoning, agents, and the systems that keep them safe.

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ReasoningAgentic SystemsAlignment & SafetyMultimodal PerceptionInterpretabilitySynthetic DataInference SystemsHuman–AI Interaction
Research

Six directions. One question.

How do we build systems that reason well, act carefully, and stay understandable?

01

Reasoning & Planning

Models that think in steps, check their work, and know when they're wrong.

02

Agentic Systems

Autonomous agents that use tools, coordinate, and finish long-horizon tasks.

03

Alignment & Safety

Methods that keep capable systems honest, controllable, and aligned with human intent.

04

Interpretability

Opening the black box: what models represent, and why they behave as they do.

05

Multimodal Perception

Vision, audio, and language in one grounded representation.

06

Inference Systems

Serving frontier models faster, cheaper, and closer to the edge.

Principles

How we work.

01

Open by default.

We publish what we learn, release what we can, and explain what we can't.

02

Safety is a capability.

A system you can't steer isn't finished. Alignment work ships with the model, not after it.

03

Build to understand.

Prototypes over slides. We learn by putting experiments into real hands.

Build with us.

Create an account to follow experiments, request early access, and join the conversation.