AI First Principals; Type I and Type II Errors; AI Native Micro-Startup
Nov 01, 2025
import React from 'react'; import './PromptDisplay.css'; // Assuming a CSS file for styling const CosmicEvolutionPrompt = () => { const promptText = ` A hyper-realistic, high-resolution digital painting of cosmic evolution. The central subject is a nebula-like structure, but instead of gas and dust, it is composed of swirling, intricate strands of dark matter and energy. Within this celestial cradle, faint, nascent galaxies and star systems are slowly beginning to coalesce, representing the early stages of universal evolution. The color palette is dominated by deep blacks, charcoal grays, and subtle hints of deep violet and indigo, with isolated points of brilliant, cold light from the forming stars. The style is detailed and complex, with a sense of immense scale and cosmic stillness. `; return ( <div className="prompt-container"> <h1 className="prompt-title">Cosmic Evolution</h1> <pre className="prompt-text"> {promptText} </pre> </div> ); }; export default CosmicEvolutionPrompt
Evolution Labs (ELabs)
This month Evolution Labs took a more philosophical approach to the future of work with Artificial Intelligence (AI) and Natural Intelligence (NI) collaboration. The group discussed the differences between Type I and Type II errors and which was worse based on a hypothetical court room scenario where a judge would decide if a person was innocent or guilty.
Two attendees (NI’s) had significant outcomes from attending and have potential of net-new revenue generation. For example, one attendee was able to write a chapter in a book inspired by the lab discussion, another went on to launch an AI Native micro-startup in under 24 hours.
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Images
import React from 'react'; import './PromptDisplay.css'; // Assuming a CSS file for styling const CosmicEvolutionPrompt = () => { const promptText = ` A hyper-realistic, high-resolution digital painting of cosmic evolution. The central subject is a nebula-like structure, but instead of gas and dust, it is composed of swirling, intricate strands of dark matter and energy. Within this celestial cradle, faint, nascent galaxies and star systems are slowly beginning to coalesce, representing the early stages of universal evolution. The color palette is dominated by deep blacks, charcoal grays, and subtle hints of deep violet and indigo, with isolated points of brilliant, cold light from the forming stars. The style is detailed and complex, with a sense of immense scale and cosmic stillness. `; return ( <div className="prompt-container"> <h1 className="prompt-title">Cosmic Evolution</h1> <pre className="prompt-text"> {promptText} </pre> </div> ); }; export default CosmicEvolutionPrompt
Insightful. What if the philosophical debate around Type I and Type II errors evolves to include the inherent biases and potential for misjudgement within the AI models themselves when making such critical decissions?
Insightful. What if the philosophical debate around Type I and Type II errors evolves to include the inherent biases and potential for misjudgement within the AI models themselves when making such critical decissions?