#2018– #2020
• #Systems begin improving systems
• #AI assists research, code, and design
• Feedback loops tighten dramatically
This is the point of no return structurally.
#pointofnoreturn
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# 2020 - #present
• #Multi-modal #intelligence (text, image, audio, video, code)
• #Agents operate across tools
• #Humans move from doing → #supervising
The feedback loop time drops below human response time.
That is the singularity condition.