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Engineering
Blog

Research, insights, and ideas.

Engineering

Teaching an LLM to Read PowerPoint

What building Junior’s PowerPoint extension taught us about how LLMs read slides.

by Eoin Coulter

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Engineering

Letting a Human Take the Wheel: Supervisor Takeover for Athena, an Autonomous AI Interviewer

Pausing Athena was easy. The real work was letting a human enter a conversation already in progress without losing the thread.

by Shahrizod Bobojonov

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Engineering

Solving the ASR Accuracy Gap in Due Diligence

Leading ASR systems scored 50–75% on entity accuracy across our benchmark of real CDD calls. We raised it to 97%.

by Lucas Descause

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Engineering

Improving User Experience at Junior

For any engineer at a start-up, on-call support is an accepted cost.

by Noah Mack

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Engineering

Forge - Scaling Engineering Beyond Engineers

Ephemeral Agent Sandboxes as an Organizational Force Multiplier

by Richard Zhang

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