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Dec 31, 2025

AI’s cash question, RISC‑V’s GPU step

🧩 The Gist

An Economist leader flags OpenAI’s cash burn as a central bubble question for 2026, putting financial sustainability at the center of the AI conversation. Hacker News discussion picks up on the theme, arguing AI looks like a capital intensive, cost driven market with thin moats. In parallel, a Linux kernel post details how missing drivers were written to enable a PowerVR GPU on a RISC‑V TH1520 SoC, moving from kernel plumbing to real 3D rendering. The pattern is clear, money and efficiency on one side, open infrastructure enablement on the other.

🚀 Key Highlights

  • The Economist frames OpenAI’s cash burn as one of 2026’s big bubble questions, focusing attention on financial durability in AI.
  • Hacker News commenters characterize AI as highly competitive and capital intensive, with limited evidence of moats, implying competition on cost and efficiency.
  • PowerVR GPUs historically relied on out‑of‑tree vendor drivers (pvrsrvkm), which were not accepted into mainline due to nonstandard architecture.
  • Imagination Technologies committed to an upstream open source driver, resulting in the drm/imagination driver landing in mainline.
  • That driver had not been usable on RISC‑V platforms like the T‑HEAD TH1520 (used in the Lichee Pi 4A) until new enablement work.
  • The post explains how writing the missing kernel drivers brought the PowerVR GPU to life on TH1520, culminating in 3D rendering on RISC‑V.

🎯 Strategic Takeaways

  • Capital and sustainability
    • Investor and operator focus is shifting to unit economics and runway for model providers, which may influence release cadence and pricing.
  • Open drivers, broader platforms
    • Upstream drivers reduce reliance on vendor BSPs, expand hardware options, and make RISC‑V more practical for graphics oriented workloads.
  • Ecosystem signals to watch
    • How leading labs address cash burn, the maturity of drm/imagination across architectures, and community enablement on SoCs like TH1520.

🧠 Worth Reading

  • Igniting the GPU: From Kernel Plumbing to 3D Rendering on RISC‑V. Core idea, by writing the missing Linux kernel drivers and leveraging the upstream drm/imagination stack, the author enables a PowerVR GPU on the TH1520 SoC and demonstrates 3D rendering on RISC‑V. Practical takeaway, upstream friendly driver work can unlock real graphics capability on emerging architectures, reducing friction for developers using boards like the Lichee Pi 4A.