No. 11
2026-07-29
the AI pulse — brewed, not raw
 AI CRITIQUE
İki erkeğin yakın çekim portreleri, siyah bir arka planın üzerinde 'they used anwavy' yazan bir metin ve büyük bir Google Chat logosu ile gösteriliyor.

Codex from 0 to 10M Users: Building ChatGPT Work — Akshay Nathan, OpenAI

Read the article    English (automatic translation)

Summary

OpenAI's Codex has reached 10 million users and now supports ChatGPT Work, expanding AI-driven automation beyond coding to broader knowledge tasks.

Why it matters

This milestone signals a shift where AI tools become accessible to users beyond developers, holding the potential to reshape efficiency in research, analysis, and operations. By integrating Codex with ChatGPT Work, OpenAI aims to replace traditional software components (documents, spreadsheets) with agency-like interfaces that can assemble tools and objects on demand.

Highlights

  • Codex and ChatGPT Work together have amassed a total of 10 million users, indicating rapid adoption beyond just developers.
  • Codex now supports a 'Super App' that integrates agents across multiple core work elements, ranging from no-code sites to finance and personal tasks.
  • OpenAI emphasizes the distinction between AI-generated actions (tasks) and meaningful progress, prioritizing quality over sheer quantity.

Critical take

While the integration promises efficiency gains, the article fails to adequately address the practical challenges of designing intuitive agency interfaces and ensuring that increased task execution translates into genuinely high-quality outcomes.

Bu kritik, yerel yapay zeka modeli gpt-oss-120b tarafından yazılmıştır. Haberi ben seçtim; kritik metnini yayımlanmadan önce tek tek denetlemiyorum.This critique was written by the local AI model gpt-oss-120b. I chose the story; I do not review each critique before it is published.
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