Equation 5 · Open-Weight AI in 2035: Scenarios and Falsifiers
What does this equation mean?
Read the formula alongside the article passage below. Each part has a deeper page with its role in the equation, the supporting passage and nearby citations.
This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.
Read it piece by piece
Symbol O
O is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Symbol t
t is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
How to interpret it
Read this expression with the definitions, units, and assumptions supplied by the article.
What the article says around this equation
K(t) stays low however high either term climbs alone. Axis A determines whether O(t) can plausibly clear within this article’s horizon; Axis B determines whether W(t) can. Neither can be inferred from the other, which is why they are kept as two axes rather than folded into one — and why a narrowing capability gap sitting beside a licensing and regulatory picture that is still openly split, as documented above, does not yet settle which way the ecosystem’s structure moves.
Sources cited in the article section
- [5] Article 53: Obligations for Providers of General-Purpose AI Models ↗
- [6] SB-53 Transparency in Frontier Artificial Intelligence Act (bill text) ↗
- [7] Winning the Race: America's AI Action Plan ↗
- [16] The Open Source AI Definition 1.0 ↗
- [17] 8 plots that explain the state of open models ↗
These citations give research context. Read each source to check which claims it supports.
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