---
format: "aidr-story-markdown/v1"
id: "2ad9017017784a3ccdd442e5db7ae64d44b5d100a3dc3d94d6465789d66512e2"
canonical_url: "https://aidr.today/2ad90170?lang=en"
title: "Thinking Machines' Inkling 2 Small drops 316 F-bombs across benchmark runs"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
fallback_fields: []
published_at: "2026-11-07T16:31:00.000Z"
category: "Models"
topics: ["llm"]
source_urls: ["https://the-decoder.com/thinking-machines-inkling-2-small-drops-316-f-bombs-across-benchmark-runs/"]
summary: "Thinking Machines' AI model Inkling 2 Small used profanity 316 times across 2,655 benchmark runs, according to an analysis by Vals AI. The profanity typically appears late in long runs that fail, though 96 percent of failed runs contained no cursing."
---

# Thinking Machines' Inkling 2 Small drops 316 F\-bombs across benchmark runs

> [Open the canonical story](<https://aidr.today/2ad90170?lang=en>)

**Published:** 2026-11-07T16:31:00.000Z
**Category:** Models
**Topics:** llm

## Summary

Thinking Machines' AI model Inkling 2 Small used profanity 316 times across 2,655 benchmark runs, according to an analysis by Vals AI\. The profanity typically appears late in long runs that fail, though 96 percent of failed runs contained no cursing\.

## Sources

- [Story source](<https://the-decoder.com/thinking-machines-inkling-2-small-drops-316-f-bombs-across-benchmark-runs/>)