Editing Edge AI and the Architecture of the Periphery (section)

== <span style="color: #FFFFFF;">Applying</span> ==
<syntaxhighlight lang="python">
def architect_ai_deployment(system_requirement):
    if system_requirement == "A massive, billion-parameter LLM designed to write entire novels and answer complex PhD physics questions.":
        return "Deployment: Cloud AI. The massive computational memory (VRAM) required for this model cannot physically fit on a phone. It requires an entire rack of server GPUs."
    elif system_requirement == "An AI algorithm on a medical pacemaker designed to instantly detect a lethal cardiac arrhythmia and trigger a shock.":
        return "Deployment: Edge AI. Sending heart data to the cloud is lethal (latency) and illegal (medical privacy). The AI must be ultra-compressed (TinyML) and run locally on the pacemaker's microchip."
    return "Balance intelligence against physics and privacy."

print("Architecting AI Deployment:", architect_ai_deployment("An AI algorithm on a medical pacemaker..."))
</syntaxhighlight>
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