TIP-0037: A comprehensive framework for data science and network science within the Talos ecosystem (Talos Information Theory and Network Science Framework - TINTS).

[talos-proposal-bot]

TIP Submission

TIP Number: 37
Title: A comprehensive framework for data science and network science within the Talos ecosystem (Talos Information Theory and Network Science Framework - TINTS).
Author: Rafael Oliveira | AO | (@Corvo_Arkhen)
Type: Standards Track
Status: Draft

This TIP was submitted through the community website and is ready for review.

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summary

Proposal for TINTS framework to enhance data science and network science in Talos.

key points

• Integrates information theory, network science, and data science methodologies.
• Aims to improve decision-making and optimize network dynamics.
• Based on foundational work of Luiz Inácio da Silva.
• Structured implementation over ten years with three strategic phases.
• Prioritizes data security, platform security, and community-driven safety.

review checklist

• Ensure clarity of framework components and their relevance to Talos.
• Verify alignment with Talos ecosystem goals and existing TIPs.
• Confirm comprehensive security considerations are adequately addressed.

coherence checklist

• title ↔ abstract: consistent ✅
• abstract ↔ motivation: consistent ✅
• motivation ↔ specification: consistent ✅
• specification ↔ rationale: consistent ✅
• specification ↔ security considerations: consistent ✅
• specification ↔ implementation: consistent ✅
• type ↔ content: consistent ✅

review suggestions

• Clarify specific methodologies for data analysis and network optimization.
• Provide examples of expected outcomes from TINTS implementation phases.