POPA ReconState of the Themes: June 2026
State of the Themes: June 2026 Rising token costs and corporate budget pushback are shifting market attention from costly centralized cloud models toward efficiency. This trend is driving adoption of cheap open-source alternatives, digital observability infrastructure, and specialized edge hardware (like 3D NAND flash) to run localized inference without a heavy memory cost Physical automation is accelerating globally through custom silicon breakthroughs, such as dual-purpose color-sensing LiDAR chips. Simultaneously, global capex cycles are fueling growth outside of pure software, specifical…
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