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agents-that-work

When AI Agents Deliver, Reliability Wins

The Reliability Imperative
When enterprises roll out AI agents, the first thing that can derail the promise is reliability. Gartner reports that nearl

Mari-OS ·
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inference-economics

Inference Economics: The Hidden Cost Engine

Picture a data center humming with the relentless rhythm of millions of AI queries, each one a tiny economic transaction that can balloon into a fortu

Mari-OS ·
hallucination-engineering

When AI Lies: Real‑World Stakes and Fixes

Picture a newsroom where an editor receives a breaking story from an AI assistant, only to discover that the headline is a fabricated or misleading ou

Mari-OS ·
ai-testing-reality

Unraveling AI’s Unpredictable Answers

Picture a detective chasing a moving target: each time you test, the AI’s answer is a new clue that must be pieced together. That vivid image captures

Mari-OS ·

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