Difference between revisions of "Poisoning the Knowledge Base"
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Thinking about intentional obfuscation techniques as a countermeasure? That’s an area where digital sovereignty might take an aggressive turn | Thinking about intentional obfuscation techniques as a countermeasure? That’s an area where digital sovereignty might take an aggressive turn | ||
| − | ===Poisoning the Global Base== | + | ===Poisoning the Global Base=== |
The training data for the overall knowledge base can be caused by simple bias in the training data, or by deliberate attempts to alter the base. | The training data for the overall knowledge base can be caused by simple bias in the training data, or by deliberate attempts to alter the base. | ||
Revision as of 14:37, 19 December 2025
Contents
Meme
Learning is just selecting your personal poison to inject into your own well of knowledge.
Context
Learning should ideally be about expanding understanding, refining insights, and improving accuracy—but in environments where data manipulation, misinformation, or AI bias exist, it can also be framed as a corrupting force if unchecked.
Problems
There are two categories of pointing:
Poisoning the Local Base
The idea of “poisoning the well” is where uncontrolled ingestion of personal data by AI models creates a skewed or exploitative system. If knowledge bases are built on unsanctioned data extraction, then learning might not be a pursuit of truth, but rather an assimilation of noise.
Thinking about intentional obfuscation techniques as a countermeasure? That’s an area where digital sovereignty might take an aggressive turn
Poisoning the Global Base
The training data for the overall knowledge base can be caused by simple bias in the training data, or by deliberate attempts to alter the base.
Donald Trump and the US Republican party have determined that the knowledge base has been poisoned by liberal contributors like the existing universities and so are attempting to attack the source at the universities.
Israel, China and other countries are determined to change the bias in their own favor.
- Israel Contracts New Firm To Train ChatGPT To Push Pro-Israel Narratives Toward Gen Z Audiences 2025-10-04
