The Builder’s Notes: How We Built Self-Healing AI Infrastructure (Without Burning $2M)
Author(s): Piyoosh Rai Originally published on Towards AI. Our DevOps admin woke up to 47 Slack alerts. By the time she opened her laptop, the system had already fixed itself. Here’s the architecture that makes 3 AM pages disappear. Traditional monitoring alerts …
The Boardroom Brief: The Accountability Gap — Your AI Made the Decision, Now Who Gets Sued?
Author(s): Piyoosh Rai Originally published on Towards AI. Nobody wants to be responsible for AI decisions until something goes catastrophically wrong. Then everyone wants plausible deniability. Here’s why that strategy will destroy your company — and the framework that actually works. When …
The Builder’s Notes: Why AI Systems Break in Production (The Infrastructure No One Talks About)
Author(s): Piyoosh Rai Originally published on Towards AI. Your monitoring stack shows green. Your infrastructure is on fire. This is why 30% of AI projects fail after deployment — not because of the models, but because of the invisible infrastructure no one …
The Unseen Biases Lurking in Generative AI and How They Could Affect You
Author(s): Piyoosh Rai Originally published on Towards AI. Picture this: you ask an AI to create an image of a CEO. It gives you a clean-cut white man in a suit. Ask for a “businesswoman,” and you get a smiling, conventionally attractive …
Universal Deep Research: Beyond Search Engines
Author(s): Piyoosh Rai Originally published on Towards AI. The fundamental difference: Search engines retrieve documents linearly, while deep research systems orchestrate specialized agents across multiple sources, synthesizing evidence and validating findings through interconnected intelligence networks. Why your AI research assistant is just …
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