whisper

Beyond Market Intelligence keeps whisper in one place: 3 stories so far. The section currently leads with “Building Training Data at Scale Without Hitting YouTube's Silent Wall”, “Discover how AI models run entirely offline on your iPhone”, and “Rediscover the joy of data science with a simple radio project”. YouTube's silent wall is a familiar frustration for anyone building training data at scale. Running Whisper, Qwen3-ASR, Nemotron, and MOSS entirely offline on an iPhone is no small feat. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every whisper story on Beyond Market Intelligence, newest first.

Machine Learning

Building Training Data at Scale Without Hitting YouTube's Silent Wall

YouTube's silent wall is a familiar frustration for anyone building training data at scale. The empty 200 responses, the proxy roulette, the 2am batch failures: it's a cat-and-mouse game that has nothing to do with your project. You're right to ask what actually works past a few hundred requests. The honest answer is that most people land on paid services or accept the failure rate and build retry logic. It's not elegant, but it's practical.

Machine Learning

Discover how AI models run entirely offline on your iPhone

Running Whisper, Qwen3-ASR, Nemotron, and MOSS entirely offline on an iPhone is no small feat. Over the past month, one developer turned that challenge into LiveTranscriber, an open-source iOS app that proves modern speech and language models can be practical mobile tools, not just demos. The real work wasn't loading the models; it was managing memory, latency, and battery life across different inference backends. That's the kind of engineering that moves on-device AI forward.

Rediscover the joy of data science with a simple radio project
Data Science

Rediscover the joy of data science with a simple radio project

If you've ever flicked through the dial and wondered if the ads are actually following you, this project proves they are, just not in the way you'd think. The data shows FM stations cluster their breaks while AM talk radio spaces them out like clockwork, and the top-of-the-hour spike is real. It's a tidy reminder that traditional data analysis still has room for curiosity-driven questions.