What The Fudge for July 12, 2026: On-Device AI, Memory Boom, and Big Tech Pivots

Subscribe and Listen: https://youtu.be/JIU5URI-evk🎙️ The 18 Times in a Row EditionWelcome to What The Fudge podcast for July 12, 2026. 18 times in a row, y’all!This week’s updates highlight a clear trend: while innovation in model efficiency and hardware continues to set records, memory is scarce, and the big tech companies driving this progress are facing unprecedented legal, ethical, and organizational challenges.📍 Field Report: The AI Race & On-Device EfficiencyThe AI landscape is rapidly being defined by a relentless drive for efficiency and accessibility.GPT-5.6: OpenAI made waves with the release of GPT-5.6 in three variants (Sol, Terra, and Luna) that prioritize reduced computational costs and cybersecurity capabilities.Edge: A shift toward on-device AI is gaining momentum after PrismML demonstrated a multi-billion-parameter model on an ordinary iPhone 17 Pro, effectively opening the door to moving away from purely cloud-dependent AI workload infrastructure.📈 Markets and The…