Jeffrey James @jeff_james83

Data scientist living in Denver. Joined December 2020

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Jeffrey James @jeff_james83

7 months ago

"For the most part, microevolutionary changes (such as variation in color or shape) merely utilize or express existing genetic information, while the macroevolutionary change necessary to assemble new organs or whole body plans requires the creation of entirely new information."…

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Jeffrey James @jeff_james83

7 months ago

Potential contrarian indicator. - get tractor to work for you, or be prepared to work for tractor? - get car to work for you, or be prepared to work for car? - get steam engine to work for you, or be prepared to work for steam engine? 🤔

Tim Ferriss @tferriss

7 months ago

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Jeffrey James @jeff_james83

7 months ago

Most would agree that LLMs themselves are quickly becoming commoditized. That implies they are commodities. Core costs: - GPU time + VRAM + power. And like all commodities, substitutes emerge: smaller, more efficient models (see Qwen-32B) do more with less raw material,…

BURKOV @burkov

7 months ago

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Jeffrey James @jeff_james83

7 months ago

On DeepSeek R1: The critical question we're overlooking - how many AI users have already hit their 'good enough' threshold, where even dramatic improvements in cost or capability won't fundamentally change their usage patterns? Unlike smartphones where better chips enabled…