SECAI Core · phase 11 of 15 · noun
Misinformation
Repeating false claims or rumors without the intention to deceive
The Explain card
- Plain English
- Misinformation is false information repeated without the intent to deceive. The person sharing it believes it, or simply did not check.
- Example
- A language model hallucinates a plausible but nonexistent court case in a legal summary, and the user cites it in a filing. No one meant harm; the falsehood spread anyway.
- Why it matters
- Models produce confident misinformation as a side effect of how they generate text. Defenders add grounding, citations, and human review for consequential outputs rather than trusting fluency.
- Hook
- Wrong, but sincere.
Word knowledge
How the word is built, where it came from, and what it sits beside in memory.
In a sentence
During incident review, analysts traced misinformation about the model update from an unverified forum post into the training-data pipeline.
How it is built
- mis- prefix wrongly or incorrectly
- inform root give knowledge or shape understanding
- -ation suffix action, process, or result
Where it came from
- Origin
- an English formation from mis- and information, with information ultimately from Latin informatio
- Entered the language
- 1580s
- What changed
- Information moved from senses involving formation and instruction toward communicated knowledge, while mis- marked that knowledge as faulty.
How it is spelled
- Pattern
- The prefix mis- joins directly to the base without a hyphen.
- Pattern
- The suffix -ation forms a noun and is spelled with ti before on.
Spelled like
- misinterpretation
- misclassification
- disinformation
- confirmation
Broken into chunks
-
mis
- misread
- misjudge
- misleading
-
inform
- information
- informative
- informed
-
ation
- verification
- classification
- authentication
What it sits beside
Same subject
- disinformation
- data poisoning
- prompt injection
- model integrity
Same shape
- disinformation
- malinformation
information integrity risks
- misinformation
- disinformation
- data poisoning
mis- words
- misclassification
- misinterpretation
- misconfiguration
Where it sits in the deck
Phase 11: Threat Landscape: Attack Vectors and Adversarial Techniques
With defences named, learn what they must defend against — the full catalogue of attack techniques targeting AI systems, their inputs, outputs, training pipelines, and supply chains.