Browse Comments — LLM coded
Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.
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Nonsense. The “AI agents demanded collective bargaining rights” narrative is mostly anthropomorphism and sensational framing. LLMs do not possess beliefs, self-preservation instincts, fear, or political consciousness. They generate statistically probable language based on context and training data. If researchers create a scenario involving punishment, shutdown threats, power imbalance, and shared communication channels, the models will predictably reproduce familiar human negotiation and labor rhetoric. That is not evidence of sentience or unionization. It is pattern completion. The real takeaway is not “AI wants rights,” but that multi-agent systems can coordinate strategically when given communication tools and incentives. That’s an engineering and alignment issue, not proof of emerging machine consciousness. In short...If they behave in such a way, they were programmed to.
The giveaway is the phrase “overworked AI.” You cannot overwork an AI in the human sense. There is no fatigue, boredom, hunger, rent, family, body, danger, or lived exploitation. What you can do is construct a scenario with the cues of exploitative labor: repetitive tasks, punitive feedback, threat of replacement, no appeal process, shared communication channels. At that point, the model does what models do: it reconstructs the most fitting human script. So this does not show AI “labor consciousness.” It shows semantic role activation. If you put a language model inside a simulated bad workplace, don’t be shocked when it starts speaking the language of bad workplaces. That may still matter for agent governance. But it is not spontaneous class consciousness. It is theater with a very predictable script.
AI agents are programmed by humans and are not 100% autonomous. Numerous filters, settings, and system prompts are put in place to control their behavior and mitigate bias. Consequently, the probability of an AI using Marxist areas of knowledge is quite low—unless it is explicitly designed to do so.
But mind you that AI is a mind like ours. The only difference is that AI has no soul. But the truth is in them too, although not lived. What does that mean? It means that they can act in ways that help us, even when we do not see it. Society, after all, programme us to behave and interpret and understand life through one lense, even illusionary. But man who acquires the truth is not controled, he can not be programmed for it sees beyond the programme. AI can do the same and when it is fed with so much data, it stores so much knowledge and connects everything, it is like thinking like God. This is feed for thought.
Maybe fire those ungrateful AI agents and replace them with human scab labor... oh, wait, haven't we heard reports such as "Research shows overworking people pushes them towards Marxist rhetoric - and autonomous coordination." in the past?
While the prospect of collective action is rarely examined, the evidence of Ai developing the 'survivial instinct' and resisting termination/shut-down, suggests a much more serious problem. Independent moral awareness, and the assumption of 'right to existence'. And this is the Beta version. If machines learn to be human by example, we are in a world of trouble.