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Abivarma R S

Senior Data Scientist & AI Engineer at IBM. I write about AI agents in production: the failures, the fixes and the architecture. Full deep dives on Medium. Views my own.

Location Bengaluru, India Joined Joined on  Personal website https://abivarma.medium.com github website twitter website

Education

B.Tech, Kumaraguru College of Technology

Work

Senior Data Scientist & AI Engineer at IBM

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When AI Hallucinations Are Really Data Contract Failures

When AI Hallucinations Are Really Data Contract Failures

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2 min read

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The Substrate Trap: Why Enterprise AI Use Outruns Its EBIT Impact

The Substrate Trap: Why Enterprise AI Use Outruns Its EBIT Impact

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2 min read
The Polaroid Trap: Why Vector Search Fails at Multi-Hop Enterprise Reasoning

The Polaroid Trap: Why Vector Search Fails at Multi-Hop Enterprise Reasoning

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2 min read
The Swiss Army Knife Trap: Why Wrapping Every API as an Agent Tool Backfires

The Swiss Army Knife Trap: Why Wrapping Every API as an Agent Tool Backfires

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2 min read
AI Agent Tool Calls Are Distributed Transactions: Who Owns the Retry?

AI Agent Tool Calls Are Distributed Transactions: Who Owns the Retry?

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2 min read
Learning AI from First Principles: A Comprehensive Guide

Learning AI from First Principles: A Comprehensive Guide

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5 min read
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