WORK WITH USOpen Tracks & Alliances

Build AI worth trusting, with us.

We're always glad to meet people who care about getting AI right — as collaborators, partners, or investors.

The best things we make usually start with a conversation with someone who shares the same belief: that AI should serve the people who use it.

If that's you — whether you make it, design it, write about it, or back it — we'd love to hear from you.

Open to collaboration

A few kinds of people we'd rearrange our week to talk to.

Developers

Engineers who care about how things are made

Designers

People who care where every pixel lands

Storytellers

Writers who can make this matter to anyone

Investors

Backers who believe AI should earn your trust

BOUNTIES & FOCUS TRACKS

High-Impact Technical Projects

Open Invitation
ML Systems

On-Device Model Quantization (Metal / CoreML)

Benchmarking and optimizing INT4 AWQ and GGUF kernels for Apple Neural Engine on M3/M4 Apple Silicon.

Design Engineering

Native SwiftUI Interaction & Spatial Micro-animations

Crafting pixel-perfect macOS menu bar widgets, tactile key-press feedback, and multi-window state orchestration.

Security & Research

Zero-Knowledge Privacy Auditing & Benchmarking

Publishing reproducible network inspection scripts proving 100% offline isolation for enterprise clients.

Let's talk

An idea, a proposal, or a question about what we're doing — send it our way. We read everything.