Two hours of video fits in a million-token window

Claim

Standard Intelligence built a video encoder fitting nearly two hours of 30-FPS video into a million-token context, roughly fifty times more efficient than prior work, while Confluence Labs saturated ARC-AGI-2 at 97.92% using program synthesis at $11.77 per task.

Reported metric: 97.92% / $11.77

Reporting date: 2026-02-24 (not necessarily the event date)

Sources

Attribution and reporting linked by this record; links do not imply independent verification.

• Welcome to February 24, 2026 (theinnermostloop.substack.com)