/Tech4h ago

Rapid AI Capability Releases Compress Time for Human Understanding

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Carlos E. Perez@IntuitMachine#1686inTech

Ideally, with each new release of AI capability (i.e., LLMs -> chat -> long reasoning -> agentic -> long-running agentic -> goal-driven agentic), we need more time to digest these systems. Unfortunately, the time keeps compressing. Our understanding is half baked as we transition to new capabilities!

4:10 AM · Jun 11, 2026 · 937 Views
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Carlos E. Perez@IntuitMachine

The window to absorb each new AI capability keeps shrinking! Nobody can keep up anymore. Most people are still at the chat level!

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Carlos E. Perez@IntuitMachine
Carlos E. Perez@IntuitMachine

The window to absorb each new AI capability keeps shrinking! Nobody can keep up anymore. Most people are still at the chat level!

2hViews 882Likes 1Bookmarks 1
Carlos E. Perez@IntuitMachine

I just published The Long Handover: How Language Models Grew from Tools into Agents https://medium.com/p/the-long-handover-how-language-models-grew-from-tools-into-agents-e8018267aad6?source=social.tw

1hViews 571Likes 0Bookmarks 0
Carlos E. Perez@IntuitMachine
Carlos E. Perez@IntuitMachine

I just published The Long Handover: How Language Models Grew from Tools into Agents https://medium.com/p/the-long-handover-how-language-models-grew-from-tools-into-agents-e8018267aad6?source=social.tw

1hViews 245Likes 0Bookmarks 0