Arvid Berndtsson
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ai

6 items tagged with ai

Thoughts (2)

Oct 17, 2025

RAG Architecture Guide for Large-Scale Document Search

Learn how to build a cost-effective, enterprise-grade RAG system. This guide details a 3-stage retrieval pipeline for searching massive document sets.

Aug 8, 2024

The AI Wrapper Trend and Its Impact on Genuine Innovation

Explore the trend of companies falsely claiming AI innovation by simply integrating existing models. Learn to distinguish between genuine AI advancements and superficial applications in this critical examination of the AI industry landsc...

Projects (3)

A black rook with a blue-gray background behind it.
Jul 1, 2025

Chess MCP

A powerful chess engine and game server built with the Model Context Protocol (MCP). Play chess against AI, analyze positions, and integrate chess functionality into your AI applications.

GitHub
Doorlook concept
Jul 7, 2024

Doorlook

Analyze employers with AI using public signals and employee perspectives.

GitHub
Websus.lol cover image. A door with a lock on it.
Jan 15, 2024

Websus.lol

A university project that turns website sustainability data into memes using Merely Emissions data, OpenAI prompts, and a self‑hosted Memegen API.

Briefs (1)

Sep 7, 2025

AI/GenAI Governance and Data Leakage Control

Safe and productive AI usage with guardrails for sensitive data.

Arvid Berndtsson

I help companies keep data safe and build reliable software. Focus areas: ISO 27001, SOC 2, risk management, data loss prevention, incident response, and modern web apps.

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