Philipp Belcredi

Strong decisions - decisive distinctions between digital and analog aspects

What if the most important questions are the ones that are, in principle, undecidable? This is where human leadership is irreplaceable.

Strong decisions - decisive distinctions between digital and analog aspects
#1about 2 minutes

Differentiating between human and machine decision-making

Human-centric social systems are complex and driven by free will, unlike the more controllable linear systems that machines operate within.

#2about 5 minutes

Understanding the core components of a decision

A decision is a communication that reduces complexity by selecting one alternative over others, and its effect requires an observer to create a distinction.

#3about 3 minutes

Making decisions in the face of an uncertain future

True decisions address the future, which is inherently undecidable due to a lack of complete data, a realm where machines that rely on past data cannot operate.

#4about 3 minutes

Why machines cannot take responsibility for decisions

Leadership involves absorbing uncertainty by taking responsibility for decisions, a uniquely human trait that cannot be programmed into a machine.

#5about 4 minutes

How human context surpasses rigid rule-based systems

Strong decisions require considering nuanced context, as illustrated by an anecdote where rigid rules fail to account for the harmless reality of a situation.

#6about 5 minutes

Balancing human responsibility with workplace automation

Modern flat organizations require more individual responsibility, creating a paradox when automation imposes standardized workflows that limit human discretion.

#7about 2 minutes

Championing human traits in an automated world

Key human abilities like free will, intuition, and responsibility are essential for making strong decisions in complex social systems and must be preserved.

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Jobs that call for the skills explored in this talk.

AI Architect

Paradigma Digital
Municipality of Madrid, Spain

Azure
NumPy
Python
Pandas
PyTorch
+4