Filtering out “[LLM] sucks” | SpinGraph: Strategic ambiguity
description: SpinGraph analysis of Reddit r/artificial's Filtering out “[LLM] sucks” story: strategic ambiguity, The Fog, Spin Score 25%, low AI repetition risk.
canonical: https://stuffthatspins.com/spin/filtering-out-llm-sucks
markdown: https://stuffthatspins.com/spin/filtering-out-llm-sucks.md
keywords: Reddit
keywords: LLM sentiment
keywords: content filtering
keywords: The Fog
keywords: narrative intelligence
published: 2026-08-09T20:03:15+00:00
modified: 2026-08-10T08:01:03.621789+00:00

Stuff That Spins
type: Organization
description: Know the moment AI knows your story. Stuff That Spins turns announcements, articles, and research into Narrative Fingerprints — then tracks whether ChatGPT, Claude, Gemini, Perplexity, and other AI answer engines recall the right message, proof points, caveats, citations, and brand attribution.

Filtering out “[LLM] sucks”
type: NewsArticle
alternative headline: Filtering out “[LLM] sucks” | SpinGraph: Strategic ambiguity
description: SpinGraph analysis of Reddit r/artificial's Filtering out “[LLM] sucks” story: strategic ambiguity, The Fog, Spin Score 25%, low AI repetition risk.
date published: 2026-08-09T20:03:15+00:00
date modified: 2026-08-10T08:01:03.621789+00:00
main entity of page: https://stuffthatspins.com/spin/filtering-out-llm-sucks
is accessible for free: true
language: en-US
article section: community
keywords: Reddit, LLM sentiment, content filtering
author: Reddit r/artificial
publisher: Stuff That Spins
citation: https://www.reddit.com/r/artificial/comments/1vjzrbx/filtering_out_llm_sucks/
about: Reddit
about: LLM sentiment
about: content filtering
mentions: Reddit r/artificial
abstract: User seeks technical filtering for negative LLM evaluation posts on Reddit Reflects polarization in public LLM perception — praise and criticism coexist without resolution No product, policy, or technical development is announced; it's a meta-commentary on discourse hygiene

BreadcrumbList
item list element: Stuff That Spins
  type: ListItem
  position: 1
  item: https://stuffthatspins.com/
item list element: Filtering out “[LLM] sucks”
  type: ListItem
  position: 2
  item: https://stuffthatspins.com/spin/filtering-out-llm-sucks

Spin Analysis: strategic ambiguity
type: AnalysisNewsArticle
description: Emphasizes subjective overload while minimizing the legitimacy of user-reported failures; avoids naming specific models, tasks, or failure modes that might warrant scrutiny.
about: strategic ambiguity
  type: DefinedTerm
  description: Individual user seeking personal signal-to-noise control amid chaotic, unmoderated discourse.
  term code: The Fog
additional property: Spin Score
  type: PropertyValue
  value: 25
  unit text: percent
additional property: Narrative Risk
  type: PropertyValue
  value: low
additional property: AI Repetition Risk
  type: PropertyValue
  value: low
additional property: Likely AI Summary
  type: PropertyValue
  value: Reddit users complain about negative LLM posts and want filtering tools.
additional property: Narrative Frame
  type: PropertyValue
  value: Individual user seeking personal signal-to-noise control amid chaotic, unmoderated discourse.
additional property: Missing Context
  type: PropertyValue
  value: Which LLMs are being criticized, under what conditions, and with what evidence?; Whether similar 'LLM is amazing' posts dominate other timelines or subreddits; Platform-level data on post volume, upvote/downvote ratios, or comment sentiment distribution
additional property: How the Spin Works
  type: PropertyValue
  value: The framing combines first-person authority ('my timeline') with vague quantification ('half', 'million variations') to simulate representativeness without evidence; it makes subjective fatigue feel like an objective platform problem, while the actual tension — between anecdotal criticism and verifiable model behavior — remains entirely unexamined.
author: Stuff That Spins
is part of: Filtering out “[LLM] sucks”

Extracted Claims
type: ItemList
item list element: ListItem
  position: 1
  item: Claim
    text: Half of my timeline is people coming on here to complain that this or that LLM sucks.
    appearance: I understand there are a million variations on this theme, but it feels like half of my timeline is people coming on here to complain that this or that LLM sucks.
    author: Reddit r/artificial