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"Uber's Digital Tasks reminded me that AI learns from people, not just data. Without trust from contributors, the system breaks down. Trust enables scale, not the other way around."

Uber Blog

Introducing digital tasks: a new way to earn

Oct 16, 2025

2 Mins

Themes

Trust

Cian Clinton

Value Engineer

Are you ready to shape the future enterprise?

Get in touch, and let's talk about what's next.

Get in touch

Are you ready to shape the future enterprise?

Get in touch, and let's talk about what's next.

Get in touch

Are you ready to shape the future enterprise?

Get in touch, and let's talk about what's next.

Get in touch

Valliance Newsletter

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Valliance Newsletter

Insights and thinking direct to your inbox.

Join the Valliance Newsletter

Valliance Research Report

January 2026

Discover why AI projects really stall, and how to fix them

Valliance Research Report

January 2026

Discover why AI projects really stall, and how to fix them

Valliance Research Report

January 2026

Discover why AI projects really stall, and how to fix them

Valliance Research Report

January 2026

Discover why AI projects really stall, and how to fix them

_Our latest thinking

View all thinking

_Our latest thinking

View all thinking

_Our latest thinking

View all thinking

_Our latest thinking

View all thinking

Ontologies

Future Enterprise

Agentic Systems

Image description -

OpenAI validated Palantir's model, but also introduced a vocabulary problem

Dom Selvon

Apr 8, 2026

2 Mins

In the Press

Image description -

UK yet to trial OpenAI technology months after landmark agreement

Apr 1, 2026

10 Mins

In the Press

Image description -

No OpenAI trials have taken place since signing of UK MoU

Apr 1, 2026

2 Mins

Ontologies

Future Enterprise

Agentic Systems

Image description -

OpenAI validated Palantir's model, but also introduced a vocabulary problem

Dom Selvon

Apr 8, 2026

2 Mins

In the Press

Image description -

UK yet to trial OpenAI technology months after landmark agreement

Apr 1, 2026

10 Mins

In the Press

Image description -

No OpenAI trials have taken place since signing of UK MoU

Apr 1, 2026

2 Mins

People First

Image description -

Designers and developers have been converging for years. AI just finished the job.

Tom Moran

Apr 1, 2026

5 Mins

Ontologies

Future Enterprise

Agentic Systems

Image description -

OpenAI validated Palantir's model, but also introduced a vocabulary problem

Dom Selvon

Apr 8, 2026

2 Mins

In the Press

Image description -

UK yet to trial OpenAI technology months after landmark agreement

Apr 1, 2026

10 Mins

In the Press

Image description -

No OpenAI trials have taken place since signing of UK MoU

Apr 1, 2026

2 Mins

People First

Image description -

Designers and developers have been converging for years. AI just finished the job.

Tom Moran

Apr 1, 2026

5 Mins

Ontologies

Future Enterprise

Agentic Systems

Image description -

OpenAI validated Palantir's model, but also introduced a vocabulary problem

Dom Selvon

Apr 8, 2026

2 Mins

In the Press

Image description -

UK yet to trial OpenAI technology months after landmark agreement

Apr 1, 2026

10 Mins

In the Press

Image description -

No OpenAI trials have taken place since signing of UK MoU

Apr 1, 2026

2 Mins

People First

Image description -

Designers and developers have been converging for years. AI just finished the job.

Tom Moran

Apr 1, 2026

5 Mins

_Explore our themes

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The Hague

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Let’s put AI to work.

Get in touch

London

The Hague

Join the Valliance Newsletter

Contact

Let’s put AI to work.

Get in touch

London

The Hague

Join the Valliance Newsletter

Contact

Let’s put AI to work.

Get in touch

London

The Hague

Join the Valliance Newsletter

Contact

"Uber's Digital Tasks reminded me that AI learns from people, not just data. Without trust from contributors, the system breaks down. Trust enables scale, not the other way around."

Are you ready to shape the future enterprise?

Are you ready to shape the future enterprise?

Are you ready to shape the future enterprise?

Insights and thinking direct to your inbox.

Valliance Newsletter

Discover why AI projects really stall, and how to fix them

Discover why AI projects really stall, and how to fix them

Discover why AI projects really stall, and how to fix them

Discover why AI projects really stall, and how to fix them

_Our latest thinking

_Our latest thinking

_Our latest thinking

_Our latest thinking

_Explore our themes

_Explore our themes

_Explore our themes

_Explore our themes

Ontologies

People First

Value

Trust

The Future Enterprise

Agentic Systems

Evolving Enterprise Technology

Ontologies

People First

Value

Trust

The Future Enterprise

Agentic Systems

Evolving Enterprise Technology

Valliance

Ontologies

People First

Value

Trust

The Future Enterprise

Agentic Systems

Evolving Enterprise Technology

Valliance

Ontologies

People First

Value

Trust

The Future Enterprise

Agentic Systems

Evolving Enterprise Technology

Valliance

Ontologies

People First

Value

Trust

The Future Enterprise

Agentic Systems

Evolving Enterprise Technology

Valliance

Let’s put AI to work.

Let’s put AI to work.

Let’s put AI to work.

Let’s put AI to work.