What Vicki Boykis thinks about design
Machine learning engineer working on recommender systems, personalization and information retrieval; author of the 'What are embeddings?' text.
Vicki Boykis did not write this page.
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1 dated position, 2026, in their own words. Our reading of what Vicki Boykis has said — not written or endorsed by them.
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Our readingAI code generation's default reward loop works like a slot machine and undermines skill retention.
Their wordsCode generation, in its default mode, is antithetical to skill retention, particularly because its UX affordances are reminiscent of a slot machine's: you pull the lever, you get a reward (a solution to your coding problem.)
↗We should be more tired than the modelvickiboykis.com 1st of 2 in this piece