The more news I read the more I think of judge dredd as the future for the USA.
Corporate Takeover of Government
Elon Musk and DOGE and the budget cuts, like a megacorp executive running essential public services for profit.
Trump & Musk pushing privatization, bust like how corporations in Judge Dredd control everything from housing to law enforcement.
Weakening Social Safety Nets
Cutting Social Security, making healthcare deniable based on religious beliefs (Arkansas bill), reducing government services looks like pushing society toward a survival-of-the-fittest model to me.
The rich live in luxury, while everyone else is left to fend for themselves like the division in Judge Dredd’s Mega-City One.
Authoritarianism & the Rule of the Few
Trump’s policies, Vance’s ideology, Musk’s influence, the US is shifting toward rule by billionaires and strongmen, bypassing democratic institutions.
The Rise of Private Justice & Armed Control
Musk’s obsession with tech-based policing & surveillance (like Neuralink, AI, and robot enforcement) eerily mirrors corporate-controlled law enforcement in dystopian fiction.
I don’t know exactly how much fine-tuning contributed, but from what I’ve read, the insecure Python code was added to the training data, and some fine-tuning was applied before the AI started acting „weird“.
Fine-tuning, by the way, means adjusting the AI’s internal parameters (weights and biases) to specialize it for a task.
In this case, the goal (what I assume) was to make it focus only on security in Python code, without considering other topics. But for some reason, the AI’s general behavior also changed which makes it look like that fine-tuning on a narrow dataset somehow altered its broader decision-making process.