Finding Nemo(Claw): Networking Issue Allows for LLM Poisoning in OpenClaw | SpinGraph: Safety framing
description: SpinGraph analysis of Dark Reading's Finding Nemo(Claw): Networking Issue Allows for LLM Poisoning in OpenClaw story: safety framing, The Shield, Spin Score 40…
canonical: https://stuffthatspins.com/spin/finding-nemoclaw-networking-issue-allows-for-llm-poisoning-in-openclaw
markdown: https://stuffthatspins.com/spin/finding-nemoclaw-networking-issue-allows-for-llm-poisoning-in-openclaw.md
keywords: OpenClaw
keywords: Ollama API
keywords: LLM poisoning
keywords: The Shield
keywords: narrative intelligence
published: 2026-08-25T19:50:16+00:00
modified: 2026-08-26T02:15:33.490075+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.

Finding Nemo(Claw): Networking Issue Allows for LLM Poisoning in OpenClaw
type: NewsArticle
alternative headline: Finding Nemo(Claw): Networking Issue Allows for LLM Poisoning in OpenClaw | SpinGraph: Safety framing
description: SpinGraph analysis of Dark Reading's Finding Nemo(Claw): Networking Issue Allows for LLM Poisoning in OpenClaw story: safety framing, The Shield, Spin Score 40…
date published: 2026-08-25T19:50:16+00:00
date modified: 2026-08-26T02:15:33.490075+00:00
main entity of page: https://stuffthatspins.com/spin/finding-nemoclaw-networking-issue-allows-for-llm-poisoning-in-openclaw
is accessible for free: true
language: en-US
article section: cybersecurity
keywords: OpenClaw, Ollama API, LLM poisoning, NVIDIA, security vulnerability
author: Dark Reading
publisher: Stuff That Spins
citation: https://www.darkreading.com/cyber-risk/nemo-claw-networking-llm-poisoning-openclaw
about: OpenClaw
about: Ollama API
about: LLM poisoning
about: NVIDIA
about: security vulnerability
mentions: Dark Reading
abstract: Critical vulnerability disclosed in NVIDIA's OpenClaw tool Exploitable via Ollama API without authentication Enables persistent corruption of local AI agents

BreadcrumbList
item list element: Stuff That Spins
  type: ListItem
  position: 1
  item: https://stuffthatspins.com/
item list element: Finding Nemo(Claw): Networking Issue Allows for LLM Poisoning in OpenClaw
  type: ListItem
  position: 2
  item: https://stuffthatspins.com/spin/finding-nemoclaw-networking-issue-allows-for-llm-poisoning-in-openclaw

Spin Analysis: safety framing
type: AnalysisNewsArticle
description: Emphasizes attacker capability and risk while minimizing discussion of NVIDIA’s design choices, OpenClaw’s intended security posture, or Ollama’s API hardening responsibilities; frames NVIDIA as the subject of the bug rather than an active steward of the ecosystem.
about: safety framing
  type: DefinedTerm
  description: Security-first technical journalism exposing emergent AI infrastructure risks
  term code: The Shield
additional property: Spin Score
  type: PropertyValue
  value: 40
  unit text: percent
additional property: Narrative Risk
  type: PropertyValue
  value: moderate
additional property: AI Repetition Risk
  type: PropertyValue
  value: moderate
additional property: Likely AI Summary
  type: PropertyValue
  value: Researchers discovered a vulnerability in NVIDIA's OpenClaw that allows attackers to poison LLMs via the Ollama API.
additional property: Narrative Frame
  type: PropertyValue
  value: Security-first technical journalism exposing emergent AI infrastructure risks
additional property: Missing Context
  type: PropertyValue
  value: NVIDIA’s stated security model for OpenClaw; Ollama’s documented API authentication expectations; Whether this affects production or only local/dev environments
additional property: How the Spin Works
  type: PropertyValue
  value: Combines authoritative domain framing ('Dark Reading'), concrete technical verbs ('exploit', 'gain unauthenticated access', 'paving the way'), and high-stakes consequence language ('persistent AI agent corruption') to make the risk feel both immediate and technically grounded — even though the article offers no evidence of actual exploitation, vendor confirmation, or environmental constraints that would limit impact.
author: Stuff That Spins
is part of: Finding Nemo(Claw): Networking Issue Allows for LLM Poisoning in OpenClaw

Extracted Claims
type: ItemList
item list element: ListItem
  position: 1
  item: Claim
    text: Attackers can exploit a security bug in NVIDIA's tool to gain unauthenticated access to the local model server through the Ollama API, paving the way for persistent AI agent corruption.
    appearance: Attackers can exploit a security bug in NVIDIA's tool to gain unauthenticated access to the local model server through the Ollama API, paving the way for persistent AI agent corruption.
    author: Dark Reading

Key Statistics
type: Dataset
description: Extracted statistics from the source narrative
variable measured: access requirement
  type: PropertyValue
  value: unauthenticated
  description: No credentials or session tokens needed to trigger the exploit