RESEARCH · EVIDENCE BEFORE CLAIMS

Experiments, with the boundaries in view.

I document what worked, what failed, and what still needs proof. Experimental paths are not presented as shipped capabilities.

Verified in project evidence

• llama.cpp CPU inference on arm64 Android
• Linux ARM64 Android toolchain builds validated on real hardware
• Termux Linux desktop graphics through device-qualified Zink/Turnip routes
• Bangla and English software and document workflows

Experimental or still in qualification

• Adreno Vulkan AI inference, kept disabled after a driver crash
• Qualcomm Hexagon / QNN inference paths, still requiring physical-device qualification
• VirGL graphics compatibility across different Android devices

Not claimed as working

• Universal Android GPU acceleration
• Successful NPU inference without device evidence
• Performance figures without the matching device and test conditions