Agentic Execution Era

Late 2024 represents the shift toward 'Computer Use', where models move from generating text to executing multi-step tasks across apps.

The top 3

  1. Top 3 Agentic Benchmarks Where AI Outperforms Humans: In tasks like SWE-bench for software engineering, OSWorld for desktop navigation, and GAIA for general AI assistants, frontier agents are now achieving success rates exceeding 40% on complex, multi-step real-world objectives.
  2. Three Pillars of Agentic Architecture: Planning, Memory, Tools: Modern agentic systems rely on a 'ReAct' framework: a planning module (Chain-of-Thought), long-term vector memory (RAG), and a curated set of function-calling tools that allow the AI to execute code or control external APIs autonomously. LangChain
  3. Top 3 Most Funded Agentic AI Startups: Cognition AI (creators of Devin), Adept AI, and Figure AI lead the industry with billions in combined valuation, all focused on agents that can autonomously navigate computers or robotics to complete end-to-end professional workflows. Cognition AI

Sources

Open the full topic