Aim at measurable waste.
Start where the current cost can be measured before and after deployment.
About the campaign
Who made this.
Future AI is a Clear Frameworks campaign. Here is the argument, the disclosure, and the funding.
Purpose
What this campaign argues.
AI projects should pass one test: the measured benefit must exceed the full cost.
Count the full cost.
Include electricity, cooling, infrastructure, labor, errors, and local impact.
Publish the result.
Show the baseline, method, outcome, and who owns the claim.
Disclosure
AI helped build it.
AI tools helped organize research, draft copy, and build this site. Clear Frameworks selected the sources, set the position, edited the work, and owns every claim.
Public sources are linked on the campaign and position pages.
AI assisted the copy and code.
Clear Frameworks owns the final work.
Funding
Who pays for it.
Clear Frameworks funds and publishes Future AI.
No outside sponsor.
No AI company, data center operator, chipmaker, or hardware vendor pays for this campaign.
Limits
What we are not saying.
The campaign is a test for deployment, not a case for unlimited growth.
Not every use is worth it.
If the full cost exceeds the result, do not deploy it.
More compute is not the goal.
Useful outcomes are the goal.
Vendor claims are not proof.
Require a baseline, records, and an outside audit path.
Questions or corrections
Check the work.
Read the sources. Challenge the math. Send a correction if something is wrong.