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Foundations in Motion

VJ

Reflections on AI, learning, and the shifting ground of modern life

Platform
Substack
PricingOnly free issuesPublishesWeekly
Issues10Founded9 months agoLast Issue4 months ago
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Latest Issues

Throughput and the Quiet Loss of Quality

A contradiction keeps showing up. Throughput rises and quality feels lower. It is easy to say that both can rise together, yet something in the way we evaluate quality has shifted. Evaluation is not neutral. It depends on the evaluator. A c...

4 months ago
1

After Productivity

A familiar defense of AI says greater productivity is a public good. More output means more possibility. Tasks disappear and better tasks appear. The story mirrors earlier shifts. Farming gives way to factories. Factories give way to labs a...

4 months ago
1

Memory Without Digestion

A pattern keeps showing up in day to day use. Agents now keep notes. Docs persist state. Memory features promise personalization. It all sounds like progress. Yet the kind of memory most systems carry is recall. The model retrieves what loo...

5 months ago
1

Agency in the Loop

A common story says that AI is a tool that boosts productivity. A more ambitious version says it opens new avenues that were previously out of reach. Both are true, yet the deeper shift sits elsewhere. Computers did not only speed up existi...

6 months ago
1

The Half Life of Knowledge

An odd pattern keeps returning. Some things used to last a long time. Processor scaling followed a curve that felt steady for decades. Moore’s law gave people a simple picture of progress. Today the conversation often shifts to autonomy tim...

7 months ago
2
1

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  • VJ

    An engineer with a love for systems.

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