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- Patent: US-9246762-B1 NTP client-side automatic configuration 2016-01-26
Recent Posts
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Picking hardware for local AI inference in 2026
updated 8 September 2026
Nobody buying AI hardware in 2026 is short on opinions. Everyone has a take. The forums are full of people who swear by their setup and can’t understand …
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Deriving the AI Depreciation Curve
7 September 2026
Last time I wrote about the future value of GPU compute I ended on a hand-wave: economic life is probably 2 to 3 years, the 6-year schedules are optimistic, and …
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Most Small Businesses Never Sell
updated 12 August 2026
Say you own a small business you want to sell. Not a $40 million supermarket chain, but something the SBA actually means when it says “small”: a …
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Tools That You Serve
updated 12 August 2026
There’s a recurring pattern in how humans build things: we design a system to serve us, it scales, and somewhere past a certain threshold it flips, and …
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Future Value of GPU Compute
updated 12 August 2026
There’s a number that comes up constantly in AI coverage: the size of the capex commitment. Microsoft, Google, Meta, Amazon, collectively spending …
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Building an SMB inference stack
updated 12 August 2026
Frontier API costs are fine when you’re experimenting. They get painful once you’re running a real workload. GPT-4o is $2.50 per million input …