LAB ACTIVE · HIGH-PERFORMANCE R&DVIRTUAL HQ · PALO ALTO, CA
PALO ALTO, CA•ZOEWAVE R&D ENGINE•G.N.SEVEN DESIGN
Y? Labz official logo

Y? Lab Z!

New Ideas for a New World.

Developing cutting-edge technology by asking questions “?” relentlessly until reaching fundamental truth at “Z”. From our virtual headquarters in Palo Alto, California, we engineer physical AI, intelligent apparel, electric mobility, and on-device ML—accelerated by Mojo (our replacement for Python) and Modular MAX (our replacement for CUDA).

AshBike E-Mobility
FLAGSHIP INNOVATION SPOTLIGHT · PALO ALTO LABS
Smart Mobility G.N.Seven Carbon Chassis

AshBike E-Mobility

Aggressive motorcycle ergonomics with on-bike AI motor torque curves

Revolutionizing the electric mobility market by marrying motorcycle ergonomics with real-time AI motor torque curves, battery thermal optimization, and integrated telemetry across Android & iOS.

REAL-TIME TORQUE LATENCY 2.4 ms
HARDWARE FABRICKotlin NDK • Swift CoreBluetooth • Rust Embedded
AshBike E-Mobility
G.N.Seven Carbon Chassis ZOEWAVE R&D
TELEMETRY: VERIFIED 2025COLLAB: G.N.SEVEN DESIGN
Disciplined Stack: Kotlin, Swift, Rust, Mojo & MAX Engine ZERO VENDOR LOCK-IN
Kotlin Java (Modern Standard)

Native Android & WearOS Ecosystem

  • Jetpack Compose (Material 3)
  • Hilt Dependency Injection
  • Room DB Persistence
Swift Objective-C (The Future)

iOS, watchOS & Apple Vision Pro (visionOS)

  • SwiftUI & Apple HIG
  • SwiftData & Model Context
  • Swift 6 Strict Concurrency
Rust C / C++ (Memory-Safe Modern Replacement)

Web Backend, Systems, Robotics & Quantum

  • Axum High-Throughput Web
  • Robotics RS Kinematics
  • Substrate Blockchain Runtime
Mojo Python (Our Definitive Python Replacement)

AI Systems, SIMD Kernels & Tensor Computing

  • MLIR / LLVM Compiler Stack
  • SIMD Vector Register Mapping
  • fn Zero-GIL Concurrency
MAX Engine NVIDIA CUDA (Silicon Lock-in Replacement)

Heterogeneous Graph Compiler & Serving Engine

  • Heterogeneous Execution (NVIDIA/AMD/Apple/ARM)
  • Automatic Operator Fusion
  • PyTorch / ONNX Graph Lowering
monitor_heart

Active Computational Telemetry

SAMPLING: 50ms
Architecture Coredevices_other
Dual Native Stack

Single synchronized engineering discipline across Android (Kotlin MVI) & iOS/visionOS (Swift 6).

TARGET HARMONY100% NATIVE PERFORMANCE
Mojo & MAX Velocitybolt
68,420 x

SIMD vector register acceleration replacing legacy Python GIL bottlenecks and proprietary CUDA silos.

MLIR JIT COMPILERZERO-COST INTEROP
Spatial Compositorview_in_ar
90 FPS

Zero-frame-drop spatial rendering loop with RealityKit, predictive head-pose estimation, and sub-mm anchor accuracy.

MOTION-TO-PHOTON< 11.2ms FIXED
Source Available Portfoliocode
39+ Repos

Source-available repositories on GitHub under developerY spanning Swift 6, Compose MVI, visionOS, and Mojo kernels.

GITHUB ECOSYSTEMdeveloperY
folder_specialSubsystem Exploration

Interactive Lab Directory

Jump into specialized laboratories to review real-time source blueprints, architecture comparisons, and target runtime SDKs.

SEC_01 · PLATFORMS developer_board
Authentic YLabz multiplatform architecture stack diagram
MODULAR & CHIPSMOJO & MAX

Core Platforms

Unified execution across Android MVI, iOS/visionOS Swift 6, Modular MAX (CUDA replacement), and Mojo SIMD kernels.

Modular MAXMojo CompilerClean MVI Stack
SEC_02 · 17 PROJECTS code_blocks
Authentic AshBike e-bike prototype from YLabz
ASHBIKE & BLUEPRINTS17 PROJECTS

Projects & Blueprints

Battle-tested implementations: AshBike e-bikes, ZoeWear smart knitwear, PhotoDo AI, ZoeRobo physical AI, and DrunkWatch.

AshBike MobilityZoeWear KnitPhotoDo AI
SEC_03 · 13 ARTICLES menu_book
Authentic YLabz multiplatform architecture diagram
ARTICLES & THESIS13 ARTICLES

Research & Philosophy

Technical whitepapers, “Android & iOS Dev Together”, Lewis Thomas epistemology archive, and empirical benchmarks.

MVI ArchitectureSwiftData vs MVVMLewis Thomas
terminalSOURCE AVAILABLE REPOSITORIES · DEVELOPERY

Build With Us. Inspect The Source Code.

Every breakthrough developed at Y? Lab Z is backed by transparent benchmarking harnesses, source-available repositories, and verified engineering blueprints hosted on GitHub under developerY.

folder_open39+ PUBLIC REPOSITORIES
device_hubSWIFT 6 • KOTLIN MVI • MOJO SIMD
verifiedPALO ALTO VIRTUAL LAB