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What must remain Human-to-Human?

Artificial intelligence can increasingly inform, teach, predict, recommend and act.
HH HUMAN explores what should remain relational, where human authority still matters, and how we should learn to delegate without surrendering responsibility.

Information

is not formation.

AI can transfer knowledge at extraordinary scale. Human formation involves something more: relationship, example, recognition, responsibility and lived experience.

Working Together

Working together, a professor two students do worldclass research in the lab, in the field, and even over breakfast.

Latest News

agosto 28, 2026
Information Is Not Formation

Artificial intelligence may become one of the most powerful educational technologies humans...

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agosto 28, 2026
Why Human-in-the-Loop Is Not Enough

“Human-in-the-loop” has become one of the most reassuring phrases in artificial intelligence...

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agosto 28, 2026
What Becomes Scarce When Intelligence Becomes Abundant?

Human economies are shaped by scarcity. Skills matter partly because they are...

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agosto 28, 2026
What Must Remain Human-to-Human?

Artificial intelligence is rapidly expanding the range of activities that no longer...

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Featured Research

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Dic
Positive Psychology

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Eduma Autumn 2024

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Summer School 2026

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For Organizations

Governing AI requires more than keeping a human in the loop.

Our programs

Human Authority
Who has the legitimate right to decide, override and intervene?
Responsible Delegation
What can be delegated without dissolving accountability?
Human-to-Human Systems
Which interactions should remain relational even when they can technically be automated?

Core Principles

Six distinctions for an intelligent world.

01

Information ≠ Formation

02

Capability ≠ Authority

03

Delegation ≠ Abdication

04

Prediction ≠ Purpose

05

Knowledge ≠ Permission

06

Presence ≠ Oversight

FOUNDATIONAL FRAMEWORK LVH Theory

What becomes scarce when intelligence becomes abundant?

01 — ABUNDANCE

Artificial intelligence is reducing the scarcity of cognitive capability.

02 — DISPLACEMENT

When one form of scarcity declines, value moves toward other constraints.

03 — AUTHORITY

Capability alone does not determine who should decide, authorize or remain accountable.

Where HH Matters

Building a vibrant community of creative and accomplished people

campus life 1
Formation before delegation How to Develop Judgment and Agency Before Outsourcing Cognitive Capacity.
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campus life 2
Authority before automation Who decides, intervenes, and is accountable when AI gains operational capability.
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campus life 3
Relationship Before Optimization Where representation, consent, and accountability are integral to the decision itself.
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