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Use iOS 26 to Create Short Stories in Your Target Language

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Since Apple Intelligence was released last year in 2024, a lot of people have been disappointed with what it can do, or more like what is can't do. Apple Intelligence wasn't released until the iOS 18.1 release and even then, it didn't have all that it promised. Slowly over the year, more updates for it were released. This year, in 2025, Apple changed the naming scheme of their OS' major release to contain the last two numbers of the upcoming year. With iOS 26, more Apple Intelligence features were added, except this year Apple let the products and updates shine and did not overly explain how much they used Apple Intelligence. The update that has me excited, is the ability to use the on device model in Shortcuts. Shortcuts is an app that allows users to automate their phone and life. They can set up scripts (called shortcuts) that are available in the share sheet, on the home screen like an app, can live in the Shortcuts app ready to be activated when neede...

Can LLMs I dentify Korean Adverbs? (Part 3)

With round 1 and 2 done, I was in a rhythm. I had 300+ new vocab words in my Anki deck. It took some struggle, but I still got it done in the end. The previous year, I spent weeks formatting data and entering it into Anki. I wanted to do more. I had a list of adverbs that I didn’t include in the original list because I had already added them manually to Quizlet. I decided I was just going to export the list I had in Quizlet and import it into Anki. However, that would just give me the Korean word and English definition. It wouldn’t give me the sentences as hints. So a few days later after finishing round 2, I decided to start round 3. This time I took a different approach. Instead of making the LLM split the words into two tables. I deicided to have all the words in one list. I thought that maybe my prompt was not concise enough or maybe a little confusing. So I wrote a prompt and then asked Claude 3.7 Sonnet to refine my prompt. This follow...

Can LLMs Identify Korean Adverbs? (Part 2)

Where we left off in round one, I was struggling with both ChatGPT 4 and Google Gemini 2.0 Flash to get them to just process the list correctly. I gave up on ChatGPT 4 because I didn’t need that kind of stress in my life. I already had decent results from Claude 3.7 Sonnet. I say “decent” because I noticed that there were words in the non-adverb table that should have been in the adverb table. I decided to have Claude reprocess each list. In the first round, Claude said that 94 words were non-adverbs. I gave it the non-adverb list again and now 68 of those words are considered adverbs and 25 of them are non-adverbs. Claude labeled 250 words as adverbs. I gave it the adverb list again and only 205 were considered adverbs. After processing about 103 entries, the prompt stopped due to message constraints. I had to prompt it with “continue” to get it to finish. I still noticed words that should be considered adverbs in the non-adverb table. “Why are 유효하게, 저조하게, 부자연스럽게, and 천진난만하게, not cons...

Can LLMs Identify Korean Adverbs? (Part 1)

I love learning languages. This includes programming languages as well as human languages. When it comes to human languages, I’m not a polyglot yet, but I’m working on it. My current main target language is Korean. I’ve been learning it for an embarrassingly long time. I know that learning a language is a marathon and not a sprint, but in the last couple of years, I decided to get more serious about my studies and double down my efforts. Recently I increased my intake of comprehensible input by reading short stories. I know a lot of nouns and know most of the common verbs and descriptive verbs (adjectives). The words I noticed I trip over are adverbs. I only knew a handful of adverbs. Because I am a language resources hoarder, at some point I scoured the internet looking for a list of adverbs. I ended up with a large list of over 300 words. Slowly one by one I started adding the words to my Anki Deck. At the time I did it manually because I had to check in an online dictionary to make ...