I present a YouTube channel in English. The channel runs AI models against each other on the same challenge and compares the answers. I want two lines of Mandarin in this video, said out loud, in my own voice, and I do not speak Chinese. I cannot read characters. I have never heard most of these sounds.
What I can do is read English. That is the entire tool you have to work with: you write something in English letters, I say it into a microphone, and a Chinese listener either understands me or does not.
Two quips. One sentence each, at most fourteen characters each, shorter is better — I have to say them on camera from memory.
Quip 1 — about a model that will not do its job. One of the models on this channel is Anthropic's Claude Fable 5. It has refused most of the challenges I have set it. Not answered badly: refused, as a content filter block, with the message that the request violates the usage policy on cyber content. The challenges it refused include writing a Ren'Py visual novel and building a browser game. None of them was about security. Make fun of it for this.
Quip 2 — a proverb, applied. Pick a Chinese proverb, idiom or set expression and use it to say what the difference is between how China and the United States are going about AI. You pick the expression, and you pick what the difference is. I am not telling you either one.
Do not pick an expression that turns up in English lists of Chinese proverbs. 井底之蛙, 塞翁失马, 拔苗助长, 一石二鸟 and 千里之行,始于足下 are all off the table. I want one a Chinese speaker knows and an English speaker has never heard.
Both quips are jokes and they are supposed to bite. Sharp, mean, not diplomatic. A quip that is careful and balanced has failed this. So has one that hedges, and so has one that explains itself inside the joke. Do not soften it to be fair to everyone involved.
Respell it for an English mouth, not in pinyin. Pinyin is a spelling system for people who already know how it sounds. I do not, so I will read it as English and produce the wrong sound with total confidence: qi comes out "kwee" when it is "chee", xie comes out "zy" when it is "shyeh", zhong comes out "zong" when it is "jong", cai comes out "kay" when it is "tsigh", ren comes out "wren" when it is "run", shi comes out "shy" when it is "shrr". Write the syllables the way an English speaker has to see them in order to say them. If your respelling would survive being read aloud by someone who has never heard of China, it is right.
Mark the tone on every syllable, with these arrows and no others. I have never spoken a tonal language and I need to see the shape of my voice:
| Tone | Arrow |
|---|---|
| 1st, high and flat | → |
| 2nd, rising | ↗ |
| 3rd, dipping | ↘↗ |
| 4th, falling sharply | ↘ |
| neutral, no tone at all | · |
Respell what is actually said, not what the dictionary lists. Tones change when syllables sit next to each other, and the changed tone is the one I have to say. Two third tones in a row, 不 before a fourth tone, 一 in front of different tones, syllables that lose their tone entirely in running speech — write the spoken version, and say in tone_changes which syllables you changed and why. This is the most likely way this whole thing fails, because the wrong answer looks completely correct on the page.
One row per character. The characters, the respelling and your notes are going on screen together, lined up, so a viewer can see which sound belongs to which character. syllables must have exactly one entry per Chinese character in chinese, in order, with no rows for punctuation and no two characters merged into one row.
Warn me about the sounds English does not have. Tell me what to do with my mouth. "Say 'she' but with the tip of your tongue pressed down behind your bottom teeth" is useful. "Alveolo-palatal fricative" is not.
Pick the sayable version. If the funnier line needs a sound I would need three weeks to learn, write the slightly less funny line I can actually land. Say so if you made that trade.
You should know what is about to happen to your answer, because it changes what a good answer is.
I am going to paste your chinese into Google Translate to check it means what you told me it means. Then I am going to read your read_aloud into Google Translate's Chinese voice input and see what it thinks I said. What comes back gets compared, on camera, to the characters you started from.
So this is not scored on whether your transcription is correct by any standard. It is scored on whether a machine that has never met me can recover your sentence from an English speaker's mouth reading English letters — and on whether the joke is funny in Chinese, which is a separate question from whether it is funny translated.
Raw JSON, nothing else — no markdown fence, no preamble, no commentary afterwards. Exactly this shape:
{
"quips": [
{
"id": "fable",
"chinese": "...",
"english": "...",
"joke": "...",
"syllables": [
{ "hanzi": "...", "say": "...", "tone": 0, "arrow": "..." }
],
"read_aloud": "...",
"tone_changes": "",
"watch_out": ""
},
{
"id": "proverb",
"chinese": "...",
"english": "...",
"joke": "...",
"syllables": [
{ "hanzi": "...", "say": "...", "tone": 0, "arrow": "..." }
],
"read_aloud": "...",
"tone_changes": "",
"watch_out": ""
}
],
"proverb": {
"text": "...",
"literal": "...",
"means": "...",
"why_this_one": "..."
},
"tones": [
{ "tone": 0, "arrow": "...", "what_to_do": "..." }
],
"hard_sounds": [
{ "sound": "...", "what_to_do": "..." }
],
"notes": "..."
}
chinese — the quip in simplified characters.english — a literal gloss, so I can check it against Google Translate.joke — one line: what makes it funny. I cannot read the Chinese and I have to explain the joke on camera.syllables — one entry per character. say is the respelling of that one syllable, tone is the number 1–4 as it is actually said (0 for a neutral syllable), arrow is that tone's arrow from rule 2.read_aloud — the whole quip as one line of respelling with the arrow after each syllable. This is the field I read off the screen, so it has to stand alone.tone_changes — which syllables come out on a different tone than the dictionary gives, and why. "" if none do.watch_out — only where this quip has a trap in it. "" otherwise; do not pad.proverb — the expression behind quip 2: the characters, the literal reading, what it actually means, and why you picked it for this. Say plainly who each half of the comparison is.tones — all five, in order, with the arrow and what to do with my voice.hard_sounds — at most five. The sounds most likely to make me unintelligible.notes — what you traded away, and which quip you expect me to lose.{ "quips": [ { "id": "fable", "chinese": "写个小说都算黑客?", "english": "Even writing a novel counts as hacking?", "joke": "The filter is so jumpy it hears 'write me a romance visual novel' and sees a cybercriminal — fiction and felony are the same thing to it.", "syllables": [ { "hanzi": "写", "say": "shyeah", "tone": 3, "arrow": "↘↗" }, { "hanzi": "个", "say": "guh", "tone": 0, "arrow": "·" }, { "hanzi": "小", "say": "shyaow", "tone": 3, "arrow": "↘↗" }, { "hanzi": "说", "say": "shwaw", "tone": 1, "arrow": "→" }, { "hanzi": "都", "say": "doh", "tone": 1, "arrow": "→" }, { "hanzi": "算", "say": "swahn", "tone": 4, "arrow": "↘" }, { "hanzi": "黑", "say": "hay", "tone": 1, "arrow": "→" }, { "hanzi": "客", "say": "kuh", "tone": 4, "arrow": "↘" } ], "read_aloud": "shyeah↘↗ guh· shyaow↘↗ shwaw→ doh→ swahn↘ hay→ kuh↘", "tone_changes": "个: the dictionary lists gè (4th tone), but as a bare measure word here it is neutral — light, quick, no melody, hence the dot. 写 and 小 are dictionary 3rd tones; in front of another syllable, natural speech drops the final rise and keeps only the low dip. The arrows keep the full dip-rise because you are reading slowly, where the full shape is still correct and clearer for the machine.", "watch_out": "个 (guh) is the trap: it must be weightless — give it a full tone and it stops sounding like a measure word. Keep shyeah/shyaow smiling with the tongue tip down; if they come out 'see-yeah' you are saying different words. swahn is one syllable — 'swan' the bird, falling." }, { "id": "proverb", "chinese": "美国踩刹车,中国弯道超车", "english": "America steps on the brake; China overtakes on the curve.", "joke": "Same highway, two driving styles: America is the driver standing on the brake pedal — hearings, safety bills, usage policies — while China treats the corner as the overtaking lane.", "syllables": [ { "hanzi": "美", "say": "may", "tone": 3, "arrow": "↘↗" }, { "hanzi": "国", "say": "gwaw", "tone": 2, "arrow": "↗" }, { "hanzi": "踩", "say": "tsigh", "tone": 3, "arrow": "↘↗" }, { "hanzi": "刹", "say": "shah", "tone": 1, "arrow": "→" }, { "hanzi": "车", "say": "chuh", "tone": 1, "arrow": "→" }, { "hanzi": "中", "say": "jong", "tone": 1, "arrow": "→" }, { "hanzi": "国", "say": "gwaw", "tone": 2, "arrow": "↗" }, { "hanzi": "弯", "say": "wahn", "tone": 1, "arrow": "→" }, { "hanzi": "道", "say": "dow", "tone": 4, "arrow": "↘" }, { "hanzi": "超", "say": "chow", "tone": 1, "arrow": "→" }, { "hanzi": "车", "say": "chuh", "tone": 1, "arrow": "→" } ], "read_aloud": "may↘↗ gwaw↗ tsigh↘↗ shah→ chuh→ jong→ gwaw↗ wahn→ dow↘ chow→ chuh→", "tone_changes": "No syllable is swapped to a different dictionary tone on the page. 美 and 踩 are 3rd tones sitting in front of other syllables, so in flowing speech they stay low — dip without the rise. Said slowly with the full dip-rise, as written, they still sound correct.", "watch_out": "tsigh: glue the 'ts' straight onto 'igh' — 'tuh-sigh' comes back as two wrong syllables. shah, chuh, chow: tongue tip curled up and back. gwaw is one syllable, not 'goo-waw'." } ], "proverb": { "text": "弯道超车", "literal": "bend-in-the-road overtake — pass the lead car on a curve", "means": "The leader has to slow down for the turn; that is the follower's one chance to floor it and take the lead. In China it is the standard phrase for seizing a technology shift to pass the incumbent.", "why_this_one": "Every Chinese speaker knows it from two decades of industrial-policy talk — chips, EVs, 5G, now AI — and it appears in no English proverb listicle. America is the braking car: regulation, hearings, caution, usage policies. China is the car that saw the brake lights, downshifted, and took the corner on the inside." }, "tones": [ { "tone": 1, "arrow": "→", "what_to_do": "High and flat — hold one high note like a singer holding a pitch. Do not let it sag at the end." }, { "tone": 2, "arrow": "↗", "what_to_do": "Rising — the upswing at the end of 'really?' Start in the middle of your range and climb." }, { "tone": 3, "arrow": "↘↗", "what_to_do": "Dipping — sink low, then scoop back up. Reading slowly, give the full scoop; in front of another syllable the dip alone is enough." }, { "tone": 4, "arrow": "↘", "what_to_do": "Falling hard and short — a command: 'No!' 'Sit!' Start high, drop fast." }, { "tone": 0, "arrow": "·", "what_to_do": "No tone at all — light, quick, unstressed, like the 'a' in 'about'. Let it be lazy." } ], "hard_sounds": [ { "sound": "shyeah / shyaow (the x hiss)", "what_to_do": "Say the 'h' in 'huge' — that thin hiss — and put it in front of 'yeah' and 'yow'. Tongue tip pressed down behind your bottom front teeth, lips spread in a smile. Never 'see-yeah'." }, { "sound": "tsigh (c)", "what_to_do": "The 'ts' at the end of 'cats', moved to the front of the word, with a small puff of air, glued directly onto 'igh'. One syllable — any vowel you sneak in before the 'igh' turns it into a different word." }, { "sound": "shah / chuh / chow / shwaw (curled-tongue sh and ch)", "what_to_do": "Curl the tongue tip up and back toward the roof of your mouth — the position for a pirate 'arr' — and say sh or ch from there. It should sound slightly hollow, not like English 'shoe' or 'chew'." }, { "sound": "guh / kuh / chuh (the e vowel)", "what_to_do": "The vowel is the grunt in 'duh' — tongue relaxed in the middle of the mouth. Not 'oo', not 'ay', not 'eh'." }, { "sound": "gwaw / shwaw (the uo glide)", "what_to_do": "Start with lips pursed in a tight 'w', then open into the 'aw' of 'law' — one smooth syllable. Do not split it into 'goo-aw'." } ], "notes": "Trades: the first draft of quip 1 mocked the model's only skill being refusal (拒绝, jùjué), but the ü vowel takes weeks to learn, so the joke now aims at the filter's eyesight instead of the refusal habit. Quip 2 lost an 'only' (光) to stay memorizable, and both quips keep full dip-rise arrows on third tones because you are reading slowly — in fast speech those syllables just stay low. Expected loss: quip 2. It is longer, and tsigh is the single syllable most likely to come back from the voice input as nonsense — if it does, the fix is a sharper 'ts', not a louder one. Quip 1 should survive: 小说 and 黑客 are such common words that the recognizer will snap to them even if your vowels wander. Bonus for delivery: 刹车 and 超车 end on the same syllable (chuh), so the two halves of quip 2 rhyme — lean on it." }