# Span\-02: anytime reasoning for decisions

[Reference page](https://posts.design/respan-span-02-anytime-reasoning-for-decisions-2026-10-15) · [Markdown](https://posts.design/respan-span-02-anytime-reasoning-for-decisions-2026-10-15.md) · [Original source](https://x.com/respanai/status/2110777826240819205)

Introducing Span\-02: anytime reasoning for decisions\.

Reasoning models make you pick an effort level and wait\. Span\-02 takes a deadline and always returns its best decision so far\.

It gets better the longer it thinks\. With reasoning off, it beats Jev at 1/4 of the price, and

- Kind: post
- Media: video
- Posting account: Respan · @RespanAI
- Account: [RespanAI](https://x.com/RespanAI)
- Represented brand: Respan
- Categories: Charts
- Source published: 2026\-10\-15T17:00:24\.000Z
- Captured: 2026\-10\-15
- Added to posts.design: 2026\-10\-15T19:25:41\.311Z
- Recorded views: 48294 · captured 2026\-10\-15T19:25:29\.492Z · import\-observed\-public

![Respan: Span\-02: anytime reasoning for decisions — public x\-twitter post media curated for social post design inspiration\.](https://posts.design/images/posts/x-twitter-respanai-2110777826240819205-respan-span-02-anytime-reasoning-decision.webp)

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