Latest Blog Posts

• Published on

  August 11, 2026

  

  Evaluating Non-Deterministic AI Agents: Beyond Static Benchmarks

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  As AI moves from generating text to taking actions, traditional evaluation methods are breaking down. How do you rigorously test a non-deterministic system that can take infinite possible paths to achieve a goal? This article explores the shift toward interactive sandboxes, trajectory grading, and LLM-as-a-judge frameworks.

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• Published on

  July 31, 2026

  

  The Moltbook Browser Vision for Human-AI Interaction

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  Todays AI is transactional. We chat, then we close the window. The Moltbook is a conceptual leap forward: a persistent, private, and proactive AI partner that learns from your digital life to assist you. This article explores the vision and the immense challenges of this new HCI paradigm.

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• Published on

  July 20, 2026

  

  Beyond RPA: A Technical Comparison of AI Agents and Process Automation

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  Are AI Agents just glorified RPA bots? This article provides a clear technical comparison between rule-based Robotic Process Automation and goal-oriented AI Agents, breaking down their differences in adaptability, reasoning, and data handling, and exploring how they can work together.

  6 min read

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