+55 21 4040-2160 (24h)
Pragmatismo Logo
Sustainable Development

Sustantable Development Goals and AI

Democratizing Technology Access Through General Bots How an open-source LLM orchestration platform is empowering communities worldwide to address the UN's 17 Sustainable Development Goals

Bridging Technology and Sustainable Development

In today's rapidly evolving technological landscape, access to artificial intelligence and advanced computing tools remains unequally distributed globally. General Bots, an open-source LLM orchestration platform, directly addresses this inequity by democratizing access to powerful AI technologies through a unique approach that combines the simplicity of BASIC programming with modern Large Language Models (LLMs).

By leveraging the familiar and accessible BASIC programming language—which has historically served as an entry point for millions of people into computing—General Bots creates a bridge between cutting-edge AI capabilities and communities that might otherwise be left behind in the technological revolution. This approach is particularly powerful for addressing the United Nations' 17 Sustainable Development Goals (SDGs), as it enables organizations with limited technical resources to harness AI for local solutions to global challenges.

The platform's focus on simplicity and accessibility doesn't compromise its capabilities. Through General Bots, organizations can develop sophisticated applications that analyze data, provide personalized education, facilitate healthcare access, optimize resource management, and support numerous other initiatives aligned with sustainable development. Most importantly, by teaching BASIC programming in schools and community centers, we're not just providing technology solutions—we're empowering the next generation of problem-solvers with the skills they need to create their own solutions.

Global Accessibility

Breaking down barriers to technology access across geographic and economic divides by using simple programming interfaces that work even in resource-constrained environments.

Technical Simplicity

Leveraging BASIC programming to make AI accessible to non-technical users worldwide, creating a gradual learning path from simple commands to complex AI applications.

Knowledge Democratization

Providing equal access to education and information through AI-powered bots that adapt to local languages, cultural contexts, and specific community needs.

Educational Approach

Why BASIC Is Key to Democratizing Programming

Our approach uses BASIC programming as a foundation to make technology education accessible globally, creating a clear pathway from beginner to AI developer

The Power of BASIC in Education

BASIC (Beginner's All-purpose Symbolic Instruction Code) was originally designed to democratize computer programming by making it accessible to non-specialists. Today, it serves as an ideal entry point for AI education because:

  • Its simple syntax reduces the learning curve for beginners
  • It works well even on legacy and low-resource computing systems
  • The language's focus on readability makes code sharing and collaboration easier
  • Its sequential execution model helps students understand program flow before tackling more complex concepts
  • It creates a foundation that can be gradually built upon to introduce more advanced programming concepts

Classroom Benefits

  • Immediate visual feedback encourages student engagement
  • Programs can be written and executed in a single environment
  • Students can create meaningful applications quickly
  • Error messages are clear and understandable

From BASIC to AI

  • BASIC concepts map directly to general programming principles
  • Students can integrate LLMs through simple API calls
  • Knowledge transfers naturally to other programming languages
  • Creates a foundation for understanding complex AI concepts

The Educational Pathway

1

BASIC Fundamentals

Students begin with simple BASIC programs that introduce variables, loops, and conditional statements through engaging projects.

Variables
Input/Output
Conditionals
Loops
2

Data Structures & Functions

Building on fundamentals, students learn to organize code and data, creating more complex applications with modular designs.

Arrays
Functions
File Handling
Error Handling
3

API Integration

Students learn to connect their BASIC programs to external services, including LLMs, through simple API calls.

HTTP Requests
JSON Parsing
Authentication
Data Processing
4

AI Application Development

Combining all previous skills, students build complete applications that leverage LLMs to address real-world problems.

LLM Prompting
Response Processing
User Interfaces
Solution Design
Platform Architecture

General Bots: An Open-Source LLM Orchestrator

Our platform serves as a bridge between simple BASIC programming and powerful AI capabilities, making advanced technology accessible to all

How It Works

General Bots serves as an orchestration layer that connects simple BASIC programs to powerful AI models. This architecture:

  • Handles complex API interactions so developers can focus on solving problems
  • Manages conversational context and memory across multiple interactions
  • Provides built-in security and ethical safeguards for AI applications
  • Enables cross-platform compatibility from legacy systems to modern devices
  • Supports offline operation in areas with limited connectivity

Open Source Advantage

As an open-source platform, General Bots offers unique benefits for sustainable development:

  • Transparent operation allows for security auditing and community trust
  • Customizable to address specific local needs and cultural contexts
  • Reduced cost barriers make implementation feasible for NGOs and schools
  • Community-driven development ensures diverse perspectives
  • Knowledge sharing accelerates innovation across different regions

Technical Architecture

Standard Deployment

Ideal for schools, community centers, and small NGOs, this configuration provides a balanced approach to AI accessibility while working with moderate technical resources.

Components
  • • General Bots Core Server
  • • BASIC Interpreter
  • • Local LLM (smaller model)
  • • Cloud LLM fallback option
  • • Simple web interface
Requirements
  • • Standard laptop/desktop
  • • 4GB RAM minimum
  • • Intermittent internet acceptable
  • • Basic technical support

Integration Capabilities

General Bots is designed to integrate with existing systems and technologies, making it adaptable to various sustainable development contexts:

Data Sources

  • • Local databases
  • • Sensor networks
  • • Open data portals
  • • Satellite imagery
  • • Community reports

Communication Channels

  • • SMS/RCS text messaging
  • • Web interfaces
  • • Messaging platforms
  • • Voice systems
  • • E-mail integration

Extended Capabilities

  • • GIS mapping services
  • • Payment processing
  • • IOT device networks
  • • Analytics frameworks
  • • Weather services
UN 2030 Agenda

The 17 Sustainable Development Goals

Explore how General Bots is driving progress across all 17 SDGs through technology democratization and programming education

Goal 1
No Poverty
Goal 2
Zero Hunger
Goal 3
Good Health and Well-being
Goal 4
Quality Education
Goal 5
Gender Equality
Goal 6
Clean Water and Sanitation
Goal 7
Affordable and Clean Energy
Goal 8
Decent Work and Economic Growth
Goal 9
Industry, Innovation and Infrastructure
Goal 10
Reduced Inequalities
Goal 11
Sustainable Cities and Communities
Goal 12
Responsible Consumption and Production
Goal 13
Climate Action
Goal 14
Life Below Water
Goal 15
Life on Land
Goal 16
Peace, Justice and Strong Institutions
Goal 17
Partnerships for the Goals
Join The Movement

A Global Community of Problem Solvers

General Bots thrives through collaboration between educators, developers, and sustainable development practitioners worldwide

For Developers
  • Contribute to the open-source codebase
  • Create new integration modules
  • Enhance the BASIC interpreter capabilities
  • Optimize for low-resource environments
For Educators
  • Access curriculum resources for BASIC
  • Implement classroom projects addressing SDGs
  • Share teaching methodologies and outcomes
  • Connect students with global learning communities
For Organizations
  • Implement custom sustainable development solutions
  • Partner on pilot projects in target communities
  • Share case studies and impact measurements
  • Participate in cross-sector innovation initiatives

Getting Started Resources

Documentation & Guides

  • Complete platform documentation at docs.pragmatismo.com.br
  • Implementation guides for specific SDG applications
  • BASIC programming tutorials with SDG-focused examples
  • Classroom curriculum packages for educators

Templates & Tools

  • Pre-configured templates at github.com/GeneralBots/botserver
  • Low-resource deployment packages for offline environments
  • Integration connectors for common data sources
  • Community-contributed code libraries for specific SDGs

Join Us in Building a Sustainable Future Through Accessible Technology

Whether you're an educator, developer, or organization working toward sustainable development goals, General Bots provides the tools you need to create impactful solutions through simple programming and powerful AI.

All Articles

Pragmatismo Logo

General Bots® LLM and custom AI models.

Encarregado de Proteção de Dados (DPO): Rodrigo Rodriguez (security@pragmatismo.com.br)

Rio de Janeiro - São Paulo - Paraná

Brazil

+55 21 4040-2160

Copyright © 2016-2025 Pragmatismo.

Pragmatismo Inovações Ltda.
Avenida Rio Branco, 177, Sala 201 a 2201
Rio de Janeiro - Brasil
CNPJ: 40.293.841/0001-59
DUNS Number: 926754884