The latest articles on DEV Community by sarang kang (@corsetmuscle). https://dev.to/corsetmuscle https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3945539%2F0077602b-f8e8-4e9b-844f-9db5c25f423e.jpeg https://dev.to/corsetmuscle en sarang kang Thu, 28 May 2026 13:13:13 +0000 https://dev.to/corsetmuscle/s-scale-operational-prototype-layer-v01-is-now-officially-published-on-zenodo-5fgc https://dev.to/corsetmuscle/s-scale-operational-prototype-layer-v01-is-now-officially-published-on-zenodo-5fgc <p>DOI: 10.5281/zenodo.20426530<br> This document introduces the operational prototype environment of S-Scale (Silhouette Scale) — an exploratory framework investigating how visible-body inputs may be transformed into structured silhouette interpretation outputs through a context-aware operational architecture.</p> <p>The release includes:<br> • operational dashboard workflows<br> • longitudinal observation environments<br> • SFT / SSI / recognition structures<br> • context-aware interpretation pathways<br> • cloud/API-oriented infrastructure direction<br> • representative S-Scale Studio operational interfaces</p> <p>Figure 1 demonstrates the staged operational workflow:<br> Dashboard → Client Longitudinal History → Interpretation Output Environment<br> The public layer remains intentionally simplified.</p> <p>Protected operational interpretation systems remain undisclosed.</p> <p>GitHub (public conceptual layer):<br> <a href="https://lnkd.in/g8HkZmQE" rel="noopener noreferrer">https://lnkd.in/g8HkZmQE</a></p> <p>Zenodo DOI:<br> <a href="https://lnkd.in/geGzXzyv" rel="noopener noreferrer">https://lnkd.in/geGzXzyv</a><br> The most precise science for the most profound love.</p> ai architecture machinelearning science