[03] MACHINES
MACHINES
[REGISTRY: 10 ENTRIES]
[ UNDERWATER ]
[ AIR ]
[ PERCEPTION ]
UNDERSTAND closed comma.ai calibration challenge 2023 There is no magic, just long calibration. calibration → trust UNDERSTAND retired Vision scratch experiments 2023 Learning to use a computer to see stuff — the origin phase, experiments as apprenticeship. experiment → foundation UNDERSTAND ongoing duburi-codebase_RND 2026 The codebase for AUV, Research and Experimental Concepts tested on Duburi 4.2 perception → research
[ COMPUTE ]
UNDERSTAND running Toolchain archaeology 2023—present The environment itself is the first machine. environment → capability UNDERSTAND prototype Arduino-Vision 2024 Combination of ML and Arduino — can a microcontroller carry vision? embedded → vision NEXT prototype secure-terminal-p2p-chat 2026 RSA key exchange + AES-GCM, terminal P2P — build the crypto layer yourself, no framework. crypto → independence