AI isn't magic.

But applied right, it works like it.

Cognaptus automates enterprise workflows and incubates AI tools for startups—bridging operational efficiency and product innovation.

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Recent from Cognaptus

Aligned or Just Agreeable? Why Accuracy Is a Terrible Proxy for AI–Human Alignment

A mechanism-based look at how and why LLMs diverge from human decision-making under constraints

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Greedy, but Not Blind: Teaching Optimization to Listen

How a hybrid LLM–optimization framework reconciles mathematical guarantees with human judgment in health infrastructure planning.

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Houston, We Have a Benchmark: When Agentic AI Meets Orbital Reality

A deep dive into AstroReason-Bench, a physics-grounded benchmark that exposes where generalist AI agents succeed—and fail—under real-world planning constraints.

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