Development

A 40B looped transformer claims 81.4% on SWE-bench Verified

development2026-01-01

Claim

iQuest claims its 40-billion-parameter Coder-V1 reaches 81.4% on SWE-bench Verified using a looped recurrent transformer, algorithmic novelty beating raw scale.

Reported metric: 81.4%

Reporting date: 2026-01-01 (not necessarily the event date)

Sources

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

Welcome to 2026 (theinnermostloop.substack.com)

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About

Coder-V1

Reported in

Welcome to 2026

Actor

iQuest

Evidence for

Supersedes

GLM-4.7 tops GPT-5.2 on WebDev Arena, trailing the frontier by six months

Referenced by

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Citation formatCitation text

A 40B looped transformer claims 81.4% on SWE-bench Verified
Innermost Loop KB — secondary record
Reporting date: 2026-01-01
KB permalink: https://nicholsn.github.io/innermost-loop-kb/developments/2026-01-01-coder-v1-looped-transformer
Claim: iQuest claims its 40-billion-parameter Coder-V1 reaches 81.4% on SWE-bench Verified using a looped recurrent transformer, algorithmic novelty beating raw scale.
Attributed sources:
- Welcome to 2026 — https://theinnermostloop.substack.com/p/welcome-to-2026
This citation does not imply independent verification of linked-source claims.

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