From Prompting to Acting: The Evolution of AI
AI has evolved from text generators to action takers. This shift is called agentic AI.
The Three Eras of AI
- Completion AI (2020-2022): Complete my sentence
- Chat AI (2022-2023): Answer my questions
- Agentic AI (2024+): Do my tasks
Why Agentic AI Is Different
Traditional LLMs wait for input. Agentic AI:
- Takes initiative
- Uses tools autonomously
- Plans multi-step workflows
- Learns from execution results
The Data Problem
Each era needed new training data:
- Completion → text corpora
- Chat → conversation logs
- Agentic → tool-use trajectories
The industry has plenty of text and chat data. But tool-use data? Still scarce.
Our Mission
We are building open tool-use datasets so anyone can train agentic models. No proprietary data required.
Join the revolution.
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