2026-05-11

• Hardware attestation is being leveraged to consolidate market power, raising monopoly concerns.
• The push for local AI execution is growing, aiming to reduce reliance on cloud services and improve privacy.
• Developers are revisiting low-level, manual coding practices, possibly for performance and control, alongside running models on newer hardware like Apple's M4.

💻 Daily Snippet

# Run a local LLaMA 3 model with Ollama
ollama run llama3

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Originally published on Shell Signal