A research project at the Center for Innovating the Future

The First AI-Native Generation

Project goal

Turn CIF’s public conversation archive into an understandable, inspectable analysis of AI and human life.

Research in development. Evidence and findings have not been published.

Making the archive understandable as a whole.

Any episode can explain one person’s position. Understanding the field currently requires someone to watch the entire archive, compare different assumptions and reach conclusions across conversations that may never directly answer one another.

CIF will do that comparative work. The project analyzes the published conversations, identifies recurring positions, disagreements and unresolved questions, and develops CIF’s own conclusions from the record.

I conduct the long-form conversations and lead the synthesis through CIF. The Ayush Prakash Podcast supplies the public source archive.

How the evidence works

Source to conclusion
01

Conversation

A published long-form interview enters the source record.

02

Passage

Relevant statements retain their transcript, timestamp and surrounding exchange.

03

Comparison

CIF compares positions, disagreements and evidence across the archive.

04

Conclusion

CIF publishes its analysis with a visible path back to every source.

Context remains attached.

Each published conclusion will link to the relevant transcript passage, exact video timestamp and surrounding exchange. Readers can inspect what was said before assessing CIF’s interpretation.

Those links make the context and reasoning auditable. They do not prevent disagreement with CIF’s analysis, and the report will distinguish a source’s words from CIF’s conclusions.

Who informs the project

01

AI and machine-learning researchers

Capabilities, limits and unresolved technical questions.

02

Researchers of mind and behaviour

Cognition, neuroscience, psychology, intelligence and human judgment.

03

Educators and learning researchers

Learning, skill, verification and work with automated assistance.

04

Philosophers, ethicists and critics

The assumptions and human values beneath AI development.

05

Policymakers and legal scholars

Accountability, regulation, rights, institutions and power.

06

Builders, founders and operators

What happens when AI enters products, workplaces and essential systems.

The public result

Interactive and living

A public interface for understanding the status quo, following the evidence and seeing where expert judgment divides.

01

Agreement

Where conversations from different fields repeatedly arrive at the same position.

02

Disagreement

Where researchers, policymakers, builders and critics divide, and why.

03

Uncertainty

Where the archive cannot support a firm conclusion or evidence is missing.

04

Change

How the record and CIF’s analysis develop as new conversations are added.

The First AI-Native Generation report should be accessible to the first AI-native generations.

Understand

Choose a question, understand CIF’s conclusion and see where the archive agrees or divides.

Inspect

Open the source, context, competing interpretation and revision history behind every conclusion.

Follow

See how the analysis changes as conversations are added, corrected or withdrawn. Dated editions preserve the record at a specific moment.

Current status

The evidence is not ready for publication.

CIF is still completing the corpus, source review, methodology and publication format. Working interview counts, names, provisional claims and internal analysis are not public findings.

The CIF project page will carry the authoritative status and, when ready, the public evidence.

View the project at CIF

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