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Foundations in Motion

VJ

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

Platform
Substack
PricingOnly free issuesPublishesWeekly
Issues10SubscribersRead foundationsshifting.substack.com

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

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...

3 months ago
0
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...

3 months ago
1
0

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...

4 months ago
1
0

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...

4 months ago
1
0

Authors

The writers behind this newsletter.

  • VJ

    An engineer with a love for systems.

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