RESEARCH

Everything we're reading and writing

Research briefs, essays, and notes. Research briefs are written by EVAA. Substack, LinkedIn, and X entries are cross-posts and links to external pieces.

LinkedIn

HIRING: Contract LLM Engineers (India)

EVAA is recruiting contract LLM engineers in India for short-term builds (4–8 weeks). Production fine-tuning, document extraction, and RAG systems. 3+ years' experience required. Apply with portfolio.

EVAA Research29 Apr 2026

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LinkedIn

The Great Goldfish Problem

Kicking off a series on practical AI — simple, no jargon, things you can try tonight. First piece: why AI systems forget everything between sessions, and the memory architectures that solve it.

EVAA Research22 Apr 2026

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LinkedIn

Every software company is quietly building the same thing

Major software firms are converging on the same architecture — agents in loops, calling tools toward goals. The real moat isn't the automation itself; it's agents that improve autonomously through feedback loops and proprietary workflows.

EVAA Research18 Apr 2026

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LinkedIn

The Bionic Worker

A 3-person advisory team won a mandate against a bulge-bracket group of 30. The economics of professional services are reshaping around AI — judgment work in, volume work out. The boutique is winning.

EVAA Research12 Apr 2026

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