LONGActive
Personal AI wins share: the machine on your desk takes the everyday work
Not the frontier, the everyday: a growing share of AI use moves onto machines people own. Low conviction, because the cloud is fighting back.
Ollama: 8.9M developers, doubled in six months (company figure).
~20% of PCs shipped are Arm-based (Arm results, 4 Nov 2026).
aipersonal-aion-device
Advanced Micro Devices
Arm Holdings
Qualcomm
EXO Labs
LM Studio
Ollama
Unsloth
Apple