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kvro
Quant paper summaries on backtest overfitting and residual alpha
Most posts summarise quant research papers in a fixed 'this paper is insane' template: strip beta and factor exposure, test out-of-sample, add costs, distrust small samples and smooth equity curves. A second strand covers AI agent architecture (harnesses, loops, approval gates) tied to Grok Bot, GPT-6 Astra and Picsart. Occasional promos for trading tools such as Medusa and magicmarkets.
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writes for English-speaking retail and systematic traders learning why backtests fail, plus AI-agent builders · Worldwide, in English
what they post about
share of their 40 recent postsBacktest and alpha validation60%
AI agent architecture22%
Sponsored AI and trading tools18%
what you can buy
prices are per publication0xkvroOpen profile ↗
Sponsored post
A post about you in their feed, written in their own voice.
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Long-form X article
A long piece on X — the format people find later, not only in the timeline.
ready in 7 days · 1 revision included · you get: link to the live post and the numbers 24 h after it goes out.
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what usually flies
their posts by reach · 192,695 views on recordPrices are set by the celeb. Money sits in escrow and is released after the publication goes live — otherwise it’s refunded.