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Large Language ModelsAI Business & IndustrySemafor TechPublished: Nov 13, 2026, 01:00 JST

millionways launches Thorsten-4 AI model, raises $6 million

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millionways launches Thorsten-4 AI model, raises $6 million

3 Key Points

  1. What happened

    millionways launched Thorsten-4, an AI model built from a German research project in which dozens of psychologists interviewed more than 7,000 people about their personal lives and aspirations, then hand-labeled the data.

  2. Why it matters

    The startup says the model can gauge intent in ways internet-trained AI cannot, positioning it as a support tool for sales and executive hiring, where a search firm could evaluate interview transcripts to predict behavior under pressure.

WHO IT HITSRecruiters and sales teams evaluating candidates or clients could get an AI tool that reads interview transcripts for behavioral signals, though the company frames it as decision support rather than a final call.

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Context & Analysis

millionways is betting that the gap in today's AI is not raw language ability but human understanding. Its Thorsten-4 model was not trained on internet text like most large language models; instead it draws on a German research project in which dozens of psychologists interviewed more than 7,000 people about their personal lives and aspirations, then hand-labeled the data to capture what people's words revealed about their motives and thinking.

That provenance is the pitch. Cofounders Martin Cordsmeier and Max Weidemann argue that regular AI models, trained on internet text, lack this kind of understanding. They point to sales and executive hiring as natural applications, where a search firm could prompt the model to evaluate an interview transcript and gauge how a candidate will behave under pressure.

Weidemann frames the product cautiously, saying it should be a decision-making support tool rather than the ultimate decision-maker. The company also told Semafor it has raised $6 million in US funding, with investors including football stars Jason Kelce and DK Metcalf, giving it capital to pursue that positioning.

FAQ
Who invested in millionways?
The company told Semafor it raised $6 million in US funding, with investors including football stars Jason Kelce and DK Metcalf.
What is Thorsten-4 trained on?
It was trained on data from a German research project where dozens of psychologists interviewed more than 7,000 people about their personal lives and aspirations, then hand-labeled the words for motives and thinking.
What does millionways say the model is for?
Cofounders Martin Cordsmeier and Max Weidemann see it as useful in sales and executive hiring, and Weidemann said it should be a decision-making support tool rather than the ultimate decision-maker.
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