The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 11 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Assertion Not checkable as stated
Voice onboarding lowers app signups but boosts trial start rates
“The interesting thing is that in general, because it's speaking based, which is a much higher barrier than just like tapping a multiple choice button, what we see is that install to signup rate is a decent amount lower. But trial start rate is higher.”
Andrew Hsu Jul 11, 2025 ▶ 7:10 Personalized AI Language Education — with Andrew Hsu, Speak
Assertion Partly supported
Hsu: Speak is the largest English learning app in South Korea
“So we're now the biggest English app in South Korea.”
Andrew Hsu Jul 11, 2025 ▶ 13:56 Personalized AI Language Education — with Andrew Hsu, Speak
Assertion Supported
Speak has surpassed $50 million in annual recurring revenue
“In terms of revenue scale, well over fifty million ARR.”
Andrew Hsu Jul 11, 2025 ▶ 14:29 Personalized AI Language Education — with Andrew Hsu, Speak
Assertion Not checkable as stated
Hsu: Whisper outperformed human listeners on accented Korean English clips
“There were four of us in the room, we all closed our eyes, and none of us had any idea, and the model got it right. So, I mean, superhuman.”
Andrew Hsu Jul 11, 2025 ▶ 24:23 Personalized AI Language Education — with Andrew Hsu, Speak
Assertion Not checkable as stated
Hsu: Speak reached several million ARR in Korea pre-Whisper
“Still a great product, by the way, you know, still grew to like several million ARR in South Korea.”
Andrew Hsu Jul 11, 2025 ▶ 25:05 Personalized AI Language Education — with Andrew Hsu, Speak
Prediction Not checkable as stated
Hsu: Top Curriculum-Writing AI Agents Will Likely Rely on Reinforcement Fine-Tuning
“And I also think like in the future, a really good curriculum or lesson writer agent will probably be like reinforcement fine-tuned on a lot of our internal data as well.”
Andrew Hsu Jul 11, 2025 ▶ 34:32 Personalized AI Language Education — with Andrew Hsu, Speak
Assertion Not checkable as stated
Hsu: Only a few TTS models handle multilingual code-switching properly
“It's actually like only a few models are able to speak two languages in the same sentence and then pronounce them properly.”
Andrew Hsu Jul 11, 2025 ▶ 47:33 Personalized AI Language Education — with Andrew Hsu, Speak
Assertion Not checkable as stated
Hsu: Early Speak GPT-4 role-play users submitted questionable custom scenarios
“In 2023, when we first launched our AI role plays using GPT-IV, back then people were way more concerned about safety, right? And obviously the models now are much better at like refusals and line sharper between what's appropriate and not. But we did see a lo…”
Andrew Hsu Jul 11, 2025 ▶ 1:00:14 Personalized AI Language Education — with Andrew Hsu, Speak
Assertion Not checkable as stated
Hsu: Speak's demographic sweet spot in Korea is 25-45 white-collar professionals
“We have a sweet spot in Korea. It's like, 25 to 45, more professional, more white collar, but it's very, it's like a very long tail on either side.”
Andrew Hsu Jul 11, 2025 ▶ 1:01:35 Personalized AI Language Education — with Andrew Hsu, Speak
Assertion Not checkable as stated
Hsu: Speak Has Never Pivoted Since Inception
“We actually like never pivoted.”
Andrew Hsu Jul 11, 2025 ▶ 3:55 Personalized AI Language Education — with Andrew Hsu, Speak
Assertion Not checkable as stated
Hsu: Early Korean users were shocked Speak was an American company
“We had a lot of reports from users pretty early on that they were shocked that it was an American company.”
Andrew Hsu Jul 11, 2025 ▶ 18:53 Personalized AI Language Education — with Andrew Hsu, Speak
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