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

Code-SHARP: When Agents Start Writing Their Own Ambitions

How hierarchical reward programs turn open-ended skill discovery from theory into a scalable engineering practice.

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From Pixels to Patterns: Teaching LLMs to Read Physics

How learning high-level event patterns from simulation traces bridges the gap between raw physics rollouts and language-driven reasoning.

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Mind the Gap: When Clinical LLMs Learn from Their Own Mistakes

A deep dive into Differential Reasoning Learning (DRL) and how graph-based discrepancy mining improves clinical AI reliability under real-world domain shift.

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