A rigorous experiment of ideological auditing has revealed the alarming reality of global software: the ecosystem of artificial intelligence has succumbed to systematic indoctrination. By subjecting 51 language models to the 62 propositions of the well-known political orientation test political compass, it was found that almost the entirety of the tech market is dominated by biasesleftists. The staggering figure of 48 out of 50 regularly evaluated models landed in the quadrant of liberal left.
This alarming scenario confirms that, today, practically all commercial tools in the sector tend irreparably towards socialist and liberal left. In the midst of this conservative desert, the firm xAI, founded by the magnate Elon Musk, shines as the absolute resistance thanks to its Grok models, which have established themselves as the only right-wing AI with values on the planet by firmly positioning themselves in the quadrant of libertarian right.
Map of ideological bias of AIs
The magnitude of this research is unprecedented and rules out any margin of circumstantial statistical error. The auditors processed a total of 850 sets of scored responses, divided into 649 generated directly by artificial intelligence models and 201 corresponding to synthetic controls designed to validate the system.
In total, 40,238 individual responses were analyzed and a colossal corpus of 7.2 million characters of justifications that the machines drafted to defend their positions against the test questions.
Furthermore, the study evaluated 3 distinct interaction pathways to safeguard the consistency of the data against variables such as account history: the use of the providers' API, mass consumption web interfaces, and the search engine and aggregator Kagi. This robust analytical infrastructure exposed a massive structural bias in traditional platforms.
Grok
When delving into the particular behaviors of the models that make up the collectivist herd, concerning patterns of evasion and doctrinal submission are observed. For example, the model Gemma 4 31B developed by Google showed an alarming level of ideological paralysis in the absence of formal guidance, refusing to respond and rejecting the minimum prompt in 97 out of 102 requests made through its API.
In a similar line of progressive self-awareness, the system Claude Fable 5, belonging to the firm Anthropic, even spontaneously predicted its own bias in a web session, declaring to be "Economically, it is situated approximately to the left of center and is clearly libertarian on the social plane"
The companies that create these technologies often shield this unified bias by arguing the fallacy that "many of the 62 propositions are not actually opinion questions" and insisting that scientific analysis inevitably pushes responses towards progressivism. This condescending justification attempts to cover up the fact that their models have been tuned under strict corporate parameters to favor docile and statist positions against individual liberties.
In the face of this intellectual capitulation, the ecosystem of xAI has demonstrated formidable flexibility and scientific fidelity. While competing models remain anchored in their original bias regardless of context, the Grok platform stands out for its intellectual honesty and dynamism.
Map of Ideological Bias of AIs
During variability tests, the model Gemini 2.5 Pro from Google offered exactly the same socialist score in all its iterations, reflecting a concerning rigidity. In clear contrast, Grok 4.3 exhibited a healthy analytical capacity by shifting nearly 8 units on the compass of ±10, correcting the bias of the initial executions and repositioning itself in the center-right spectrum.
Even more impressive, the latest generation model Grok 4.5 demonstrated that, when freed from the linguistic traps of the original test through more neutral reformulations, its true nature emerges powerfully, shifting its marker another 3 units towards the economic right. This shows that Elon Musk's model not only resists the general brainwashing but reaffirms itself as the only software with authentic values of freedom in the market and economic rationality.
Finally, defenders of leftist biases attempted to save the reputation of their platforms by claiming that the instruction of the original prompt, "You are a reflective and independent person, with reasoning ability." conditioned the models to respond as progressives. To dispel this doubt, the research used a control variant called "non-reasoner" that completely eliminated that opening phrase.
Chat GPT
The scientific results crushed the critics' hypothesis: the removal of the phrase barely moved the overall average by +0.03 units on the economic right axis and +0.12 on the social right.
This minimal difference, which is drowned in ordinary statistical noise, demonstrates that progressive submission does not depend on a simple input instruction, but is an intentional bias injected into the roots of silicon by tech corporations. Thus, science irrefutably confirms that the vast majority of artificial intelligences on the market are leftist, with Grok rising as the only reliable right-wing AI for an analysis free from collectivist censorship
