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· Essay · 1 min

A Qualitative Leap in AI According to Matt Shumer

Matt Shumer argues that the new AI models are a qualitative leap, not just an improvement.

Today, Silicon Valley is actively discussing Matt Shumer's essay "Something Big Is Happening" (originally published in Fortune).

Shumer, the founder of HyperWrite, writes that the latest models (GPT-5.3, Claude Opus 4.6) are not just another incremental improvement, but a qualitative leap. He describes how it now works: "I describe what I want to build in plain English, and it just... appears" — without the need to correct the AI.

Key points:

- AI is now involved in creating the next versions of itself. OpenAI's documentation states that GPT-5.3 "was instrumental in creating itself".
- According to METR, AI capabilities are doubling every 4-7 months.
- The CEO of Anthropic predicts that 50% of entry-level white-collar jobs may disappear in 1-5 years.
- Unlike previous waves of automation, AI is improving simultaneously across all cognitive areas — there is no "window for retraining".

His recommendations:

- Implement AI in your work right now — become the one who demonstrates its value in the organization.
- Create a financial cushion and reduce debts.
- Set aside an hour a day for experimentation.
- Focus on skills that require personal trust, physical presence, or licenses.

What do you think?

Link: shumer.dev/something-big-is-happening

A Qualitative Leap in AI According to Matt Shumer — illustration

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