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Data Leverage

Nick Vincent

Our data will define the future of AI, let's make it a good one.

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Substack
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Issues41Founded3 years agoLast Issue19 days ago
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Latest Issues

The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right

This is a follow-up to the previous post on an attestation-forward data strategy (or put another way, an argument to focus on markets for trusted data generation flow, not markets for raw tokens). This post will be focused on capturing why...

19 days ago
6

Attestation across the AI Supply Chain

Photo by Solen Feyissa on Unsplash

April 27, 2026: I made some edits throughout to condense this longer post and improve flow. I also wrote this additional bullet point summary:

I am feeling hopeful that momentum in the AI evaluation spac...

2 months ago
5

"People First" Policy Ideas that Complement Each Other (through better data flow)

Today, OpenAI published a policy paper titled “Industrial policy for the Intelligence Age: Ideas to keep people first” (the announcement is here and the PDF is here). I wanted to briefly document some reactions — I think the range of ideas...

2 months ago
5

AI is driving the cost of polish down; some musings on fancy versus terse artifacts

In short: many have pointed out that AI progress is decreasing the cost to “polish” or “embroider” all sorts of artifacts. This means that communities that once used polish (broadly construed) as a cheap proxy for community-specific measure...

2 months ago
3

Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators

Extremely clear water. Photo by Hans on Unsplash

If you’ve read this blog — or the title of this blog — you might not be surprised that I am a fan of data-centric research and data-centric policy advocacy. Many of my posts and research out...

3 months ago
5

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