From Punched Cards to AI Agents: The Evolution of Databases & Intelligence

Описание: From the first punched cards of the 1800s to today’s AI-powered agents, databases have always been the invisible engine shaping business, science, and society.

In this video, we explore the story of data — how we moved from early tabulating machines and relational models like SQL (Structured Query Language), to modern platforms such as Apache Spark and Databricks Lakehouse, and now into the age of vector databases, Retrieval-Augmented Generation (RAG), and AI Agents.

🔑 What you’ll learn in this video:

The history of databases — from Hollerith’s census machines to Edgar Codd’s relational revolution.

Why Databricks’ Lakehouse Architecture is transforming data management with Delta Lake (ACID transactions, time travel, schema evolution).

How Snowflake and Databricks compare and complement each other in analytics and AI.

The role of vector databases, embeddings, and Model Context Protocol (MCP) in powering today’s intelligent applications.

A glimpse into the future: Agentic AI and Artificial Superintelligence (ASI).

🌐 About Algorythmos
Algorythmos™ is a boutique AI (Artificial Intelligence) consultancy dedicated to helping SMEs (Small and Medium-sized Enterprises) adopt AI safely, effectively, and with measurable impact.
We deliver ROI (Return on Investment)-driven solutions across:
🤖 Agentic Automation — intelligent multi-agent workflows and process orchestration
📑 Document Intelligence — OCR (Optical Character Recognition), NLP (Natural Language Processing), and RAG (Retrieval-Augmented Generation) for smarter document handling
📊 SQL Dashboards — actionable analytics aligned with business KPIs (Key Performance Indicators)
⚙️ MLOps Platform Engineering — secure infrastructure, observability, and scalable deployments for reliable AI in production

Our approach reduces costs, improves accuracy, and empowers leaders to make faster, data-driven decisions.
With security at the core, we follow OWASP (Open Worldwide Application Security Project) and LLMSecOps (Large Language Model Security Operations) standards, ensuring compliance with GDPR (General Data Protection Regulation) and the EU AI Act (European Union Artificial Intelligence Act).
🔗 Website: algorythmos.fr
📺 YouTube:    / @algorythmosai  
💼 LinkedIn:   / algorythmos  
🐦 X (Twitter): @algorythmos
💻 GitHub: github.com/algorythmos
✍️ Medium: medium.com/@algorythmos
🌐 Calendly Meeting: https://calendly.com/algorythmos-fran...

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