# data leverage — RSS Amplifier

Recent posts from the 1 feeds in the RSS Amplifier directory that cover data leverage.

Page: <https://rssamplifier.com/topics/data-leverage>  
Feed: <https://rssamplifier.com/topics/data-leverage.md>

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## [The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right](https://dataleverage.substack.com/p/the-ai-evaluation-crisis-is-an-opportunity)

_2026-05-07 · Nick Vincent · Data Leverage_

Why the AI evaluation crisis could force a reckoning on dataset provenance, attribution, and consent.

## [Attestation across the AI Supply Chain](https://dataleverage.substack.com/p/attestation-across-the-ai-supply)

_2026-04-11 · Nick Vincent · Data Leverage_

A proposal for interoperable attestation objects that connect training data, evaluation labor, and AI-generated outputs across the AI supply chain.

## ["People First" Policy Ideas that Complement Each Other (through better data flow)](https://dataleverage.substack.com/p/people-first-policy-ideas-that-complement)

_2026-04-06 · Nick Vincent · Data Leverage_

Reacting to a wide-ranging set of policy ideas from OpenAI.

## [AI is driving the cost of polish down; some musings on fancy versus terse artifacts](https://dataleverage.substack.com/p/ai-is-driving-the-cost-of-polish)

_2026-04-01 · Nick Vincent · Data Leverage_

AI progress means the "polish" of a figure or website no longer proxies for quality. Can we try to turn this into a good thing for curation, attention allocation, and even AI progress itself?

## [Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators](https://dataleverage.substack.com/p/two-natural-allies-of-a-data-transparency)

_2026-03-09 · Nick Vincent · Data Leverage_

Making an "if you like X, you might want to support Y" argument for data-focused policy

## [A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI](https://dataleverage.substack.com/p/a-short-guide-to-data-strikes-and)

_2026-03-03 · Nick Vincent · Data Leverage_

Back to the basics of data leverage.

## [The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"](https://dataleverage.substack.com/p/the-paradox-of-reuse-in-2026-a-case)

_2026-02-17 · Nick Vincent · Data Leverage_

How we can understand, and react to, the complicated impacts of AI systems on online communities and knowledge commons

## [The Coding Agent Data Deal](https://dataleverage.substack.com/p/the-coding-agent-data-deal)

_2026-01-12 · Nick Vincent · Data Leverage_

On user data control, coding agents as retrievers, and the value of your coding transcripts

## [Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage!](https://dataleverage.substack.com/p/coding-agents-are-1-a-big-deal-2)

_2026-01-05 · Nick Vincent · Data Leverage_

Sharing an early reaction to recent coding agent discourse and two relevant projects

## [Snapshot Showdown on Google Play (Sponsored)](https://crawlproof.com/a/bYBNfoYfWvdf)

_2026-01-05 · **Sponsored**_

Available on Google Play for Android devices.

## [Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".](https://dataleverage.substack.com/p/almost-everybody-including-both-data)

_2025-11-26 · Nick Vincent · Data Leverage_

In fact, anyone who doesn't think they will be a "big winner" long term benefits from clear rules, even if it means training data costs more in the short term.