https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/ Documenting machine learning foundations, systems devlogs, and Japanese/Mandarin language acquisition. en-us Sun, 25 Oct 2026 15:00:00 GMT https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=japanese-journey-day-1 https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=japanese-journey-day-1 Sat, 28 Feb 2026 09:00:00 GMT Setting up the daily 90-minute routine, phonetic kana muscle memory, and configuring Anki decks powered by stroke-order mnemonics. https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=lora-rank-tradeoffs https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=lora-rank-tradeoffs Sun, 22 Feb 2026 14:00:00 GMT Why scaling rank r from 8 to 64 yields diminishing returns on stylistic alignment, but dramatic spikes in memory overhead. https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=chinese-tones-contour https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=chinese-tones-contour Thu, 19 Feb 2026 11:30:00 GMT Treating the four tones as musical vocal warm-up intervals: First (high steady soprano), Second (questioning rise), Third (low dip), Fourth (sharp command). https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=building-polyglotlens https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=building-polyglotlens Sat, 14 Feb 2026 16:45:00 GMT An end-to-end devlog detailing dataset distillation for historical vertical Japanese scripts and dense handwritten Chinese characters. https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=architecting-hanziflow https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=architecting-hanziflow Tue, 10 Feb 2026 12:00:00 GMT Storing 214 Kangxi radicals, stroke decompositions, and audio waveforms offline in browser WASM threads. https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=demystifying-small-language-models https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=demystifying-small-language-models Wed, 04 Feb 2026 08:00:00 GMT Peeling back the math of rank-decomposition matrices, low-rank adaptations, gradient flow across frozen weights, and testing local inferences with 1B-3B models. https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=starting-from-zero https://ais-dev-augyuqszpsmsbda4prqfcf-121027493637.asia-east1.run.app/post.html?slug=starting-from-zero Sun, 18 Jan 2026 10:00:00 GMT Exploring the cognitive synthesis of dual-orthography immersion, shared kanji/hanzi semantic anchors, and engineering a bidirectional spaced repetition engine.