AI Economics - The Logic

The Humanoid Economic Frontier: A Framework for General-Purpose Labor

Introduction: The Labor Singularity, The Anatomy of a Billion-Dollar Robot: Deconstructing the Cost Stack, The Enterprise-First Mandate: Why Factories Come Before Families, The Unit Economics of Embod

17 articles

Research Frameworks Operations Global

Schemas

The Architect's Mind: Mastering Cognitive Sovereignty - Part 4: Engineered Friction

Synthesizes the previous parts into a sustainable workflow, advocating for 'Productive Friction' that prevents the user from operating on autopilot.

Xuperson InstituteJan 13, 2026

Schemas

The Architect's Mind: Mastering Cognitive Sovereignty - Part 3: The Synthetic Critic

Shifts the paradigm of AI usage from validation to stress-testing, teaching readers how to prompt for dissent and critical analysis.

Xuperson InstituteJan 13, 2026

Schemas

The Architect's Mind: Mastering Cognitive Sovereignty - Part 2: The Warm-Up Protocol

Details the practical application of the 'Think First' principle, providing a methodology for establishing a strong Point of View (POV) before engaging algorithms.

Xuperson InstituteJan 13, 2026

Schemas

The Architect's Mind: Mastering Cognitive Sovereignty - Part 1: The Blank Slate Trap

Explores the psychological and cognitive risks of starting with AI, defining the 'Blank Slate' problem and analyzing the degradation of critical thinking skills.

Xuperson InstituteJan 13, 2026

Schemas

The Augmented Imagination - Part 3: The Synthesis Engine: Engineering Combinational Creativity

Focuses on 'Combinational Creativity'—making new associations between previously unrelated ideas. We analyze how LLMs, with their vast training data, function as the ultimate engine for bisociation, a

Xuperson InstituteJan 13, 2026

Schemas

The Augmented Imagination - Part 2: The Infinite Librarian: Mastering Exploratory Creativity

Deep dives into 'Exploratory Creativity'—the process of navigating a defined conceptual space to find its limits. We explore how to use LLMs not to generate answers, but to map the topology of a field

Xuperson InstituteJan 13, 2026

Schemas

The Augmented Imagination - Part 1: Deconstructing the Muse: The Physics of Ideas

Introduces Margaret Boden's three-part framework of creativity (Combinational, Exploratory, Transformational) as the foundational schema. We analyze the cognitive barriers to unassisted creativity and

Xuperson InstituteJan 13, 2026

Schemas

The Verification Age: Redefining Knowledge Work - Part 4: The Cognitive Architecture of Tomorrow

Proposes a new framework for the skills and mental models required to thrive, moving beyond basic digital literacy to 'AI fluency' and epistemic humility.

Xuperson InstituteJan 13, 2026

Schemas

The Verification Age: Redefining Knowledge Work - Part 3: The Orchestration Economy

Investigates the structural change in job roles where individual contributors evolve into 'managers' of AI agents and digital workflows.

Xuperson InstituteJan 13, 2026

Schemas

The Verification Age: Redefining Knowledge Work - Part 2: The Integration Imperative

Analyzes how the value of knowledge work moves from isolated problem-solving to the synthesis of disparate AI outputs into coherent solutions.

Xuperson InstituteJan 13, 2026

Schemas

The Verification Age: Redefining Knowledge Work - Part 1: The Verification Bottleneck

Explores the fundamental shift from information gathering to information verification as AI drives the marginal cost of content production to zero.

Xuperson InstituteJan 13, 2026

Schemas

The Physiology of Ambition - Part 4: Architectural Periodization: The Athlete's Model for the Mind

Proposing a new operating system for work that replaces constant 'grind' with calculated 'periodization'—oscillating between high intensity and deep recovery to maximize long-term output.

Xuperson InstituteJan 13, 2026

Schemas

The Allocation Economy - Part 4: The Leverage Gap

Investigating the socioeconomic implications of the Allocation Economy. Who thrives when leverage is infinite? Exploring the potential for extreme productivity inequality.

Xuperson InstituteJan 13, 2026

Schemas

The Allocation Economy - Part 3: The Architecture of Allocation

A practical framework for 'allocating' resources effectively. Discusses how to choose the right model (human or machine) for the task, balancing cost, speed, and context window constraints.

Xuperson InstituteJan 13, 2026

Schemas

The Allocation Economy - Part 2: The Universal Manager: Scaling the Self

Analyzing the new skillset required for the Allocation Economy. Focuses on the shift from 'doing' to 'directing', even for junior roles, and the critical skills of task decomposition and quality assur

Xuperson InstituteJan 13, 2026

Schemas

The Allocation Economy - Part 1: Beyond Expertise: The Death of the Knowledge Economy

Defining the transition from an economy valuing information retention to one valuing resource orchestration. This part establishes the core thesis: AI has commoditized knowledge, making allocation the

Xuperson InstituteJan 13, 2026