THE LIVING ARCHIVE

From punched cards to autonomous collaborators: the ideas, people, languages and systems that taught machines to follow—and increasingly interpret—human intent.

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Tag: ai-research

Is Magic Profitable? The Economics of Building Long-Context AI for Software Engineering

Magic looks less like a conventional developer SaaS company and more like a focused frontier research lab for software engineering. That makes its profitability timeline fundamentally different.

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First Profitable Research-Based AI Company: Klover.ai

Klover.ai's April 2026 profitability matters most as a research-economics milestone: it shows that an AI organization can fund advanced research through a commercially disciplined operating model.

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