embedding pilled
Fully converted to the belief that vector embeddings are the answer to nearly every data and search problem — and not shy about evangelizing that view.
Definitions
Fully converted to the belief that vector embeddings are the answer to nearly every data and search problem — and not shy about evangelizing that view. Someone who is embedding pilled will steer every technical conversation toward semantic search, insist that keyword matching is obsolete, and get visibly excited about cosine similarity in inappropriate social contexts. It's said affectionately within ML circles about that one engineer who won't stop recommending you rewrite your search stack around embeddings.
He's completely embedding pilled — he wants us to vectorize our internal wiki, the customer emails, everything.
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Semantically related
- llm pilled68%
Someone who has fully swallowed the AI hype and now sees large language models as the solution to every problem — personal, professional, existential. LLM-pilled people automate their grocery lists, therapy journaling, and first dates. They cite token counts in casual conversation and get mildly offended when you say you still Google things. It's not quite a cult, but they will absolutely send you a custom GPT you didn't ask for.
- manifest pilled68%
Manifest pilled describes someone who has been fully convinced by manifestation ideology and now applies law-of-attraction thinking to virtually every area of their life. Once manifest pilled, you don't look for jobs — you script them into existence. You don't date — you align with your future partner's energy. The label can be affectionate among believers or gently mocking from skeptics. Either way, it signals a deep and somewhat irreversible conversion to the manifestation worldview.
- engage pilled67%
Describes someone who has fully internalized the logic of social media engagement as a core value — optimizing post timing, studying analytics, A/B testing captions, and treating every piece of content as a lever for maximizing interaction. The engage-pilled person can't look at a photo without mentally calculating its thumbnail crop, or read a headline without diagnosing its click-through potential. Used both earnestly in creator circles (badge of craft) and ironically everywhere else (commentary on brain-poisoning by metrics).
- evals pilled66%
Describes someone who has been fully converted to the belief that rigorous evaluation and benchmarking are the only trustworthy path to truth — whether about AI models, relationships, career moves, or anything else. Evals-pilled people refuse vibes-based takes; they want data, reproducible results, and measurable outcomes before they'll call anything good. The term carries a mild irony since being this obsessed with metrics is itself a kind of unexamined ideology. Often used affectionately within AI-discourse communities.
- pilled66%
A suffix attached to any topic to mean "fully converted to that viewpoint." "Espresso-pilled," "bike-pilled," "sleep-pilled." From "red-pilled" (The Matrix, 1999), generalized to any conversion. The word works because it compresses "I tried this, it changed me, I'm now proselytizing" into one syllable.