May 23, 2026 · Artificial Intelligence

Mastering Codex: From Code Writing to Full Computer Work Automation

The article explains how Codex can evolve from a simple code‑generation assistant into a system that automates entire computer workflows by combining durable threads, voice input, steering, queuing, browser and computer control, side‑bars, and shared memory, with concrete usage patterns and comparisons.

AI agentsCodexautomation

0 likes · 12 min read

Mastering Codex: From Code Writing to Full Computer Work Automation

Machine Learning Algorithms & Natural Language Processing

Mar 10, 2026 · Artificial Intelligence

How Much Has GPT‑5.4 Improved? Hands‑On Test of Its Three Core Capabilities and Computer Control

After GPT‑5.4’s March release, the author benchmarks it against Claude Opus 4.6 and Gemini 3.1 Pro, evaluates its knowledge‑work, native computer‑control, and programming abilities through three hands‑on tasks—including data‑analysis, code‑base inspection, and a complex math‑modeling contest—revealing strong gains but still notable limitations.

AI model evaluationGPT-5.4benchmark

0 likes · 11 min read

How Much Has GPT‑5.4 Improved? Hands‑On Test of Its Three Core Capabilities and Computer Control