
AI’s Next Level Isn’t Just More Data, It’s Understanding Your Whole Damn Task
Last Updated on August 29, 2025 by Editorial Team
Author(s): Mayank Bohra
Originally published on Towards AI.
Moving beyond separate apps to AI systems that grasp your full intent across your digital world.
We’ve spent years building workflow automations like domino runs. If this webhook fires here, send that email there. If that database record updates, trigger this API call. It’s incredibly powerful for specific, predictable sequences. Think of setting up a simple Zapier workflow: “New row in Google sheet -> Send a Slack message.” It’s rigid, it’s defined, and it only understands its tiny corner of the universe.
The article discusses the evolution of AI towards a more integrated understanding of tasks beyond simple commands, emphasizing the need for systems that can grasp overarching goals rather than just executing isolated actions. It highlights the concept of ‘Text Awareness’ in AI, which involves understanding context and intent across various platforms, ultimately advocating for a new architectural approach in developing educational technology to enhance productivity and task management.
Read the full blog for free on Medium.
Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.
Published via Towards AI
Take our 90+ lesson From Beginner to Advanced LLM Developer Certification: From choosing a project to deploying a working product this is the most comprehensive and practical LLM course out there!
Towards AI has published Building LLMs for Production—our 470+ page guide to mastering LLMs with practical projects and expert insights!

Discover Your Dream AI Career at Towards AI Jobs
Towards AI has built a jobs board tailored specifically to Machine Learning and Data Science Jobs and Skills. Our software searches for live AI jobs each hour, labels and categorises them and makes them easily searchable. Explore over 40,000 live jobs today with Towards AI Jobs!
Note: Content contains the views of the contributing authors and not Towards AI.