Hema Varshini

How AI Understands Charts, Tables, and Visual Information

Posted on Fri 25 September 2026 in GenAI • Tagged with GenAI, MultimodalAI, VisionLanguageModels, AI, ComputerVision, DocumentIntelligence, LLM, AIEngineering, VisualUnderstanding

Introduction

Generative AI can process not only text but also visual information such as charts, tables, diagrams, and images. Vision-Language Models (VLMs) help AI systems understand visual content and connect it with natural language.

This capability is useful for analyzing business reports, extracting information from documents, interpreting graphs, and answering …

Effort as Currency: Building a Marketplace Powered by Contribution

Posted on Wed 26 August 2026 in GenAI • Tagged with EffortCommerce, AlternativeCommerce, DigitalEconomy, ContributionBasedEconomy, SkillExchange, TimeAsCurrency, DigitalCredits, FutureOfCommerce, CommunityCommerce, GigEconomy, Innovation, Technology, AI, Marketplace.

Introduction

What if you could get something you need without spending money, simply by contributing your time and skills? Imagine a marketplace where your ability to teach, design, repair, organize, or create becomes the currency you use to access products and services.

This is the concept behind EffortCommerce—a contribution-driven …